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Accepted Papers

Oral Presentations

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Finding Evidence Of The Sexual Predators Behavior
Applications Oral
Angeles Lopez-Flores

Lopez-Flores, A., (2019). Finding Evidence Of The Sexual Predators Behavior [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Lopez-Flores_Angeles.pdf
Auto-Rotating Perceptrons
Machine Learning Oral
Daniel Alcides Saromo Mori

Saromo Mori, D. A., (2019). Auto-Rotating Perceptrons [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Saromo_Daniel.pdf
Reinforcement Learning Approach to Fly Quadcopters with a Faulted Rotor
Robotics Oral
Erick D. Tornero

Tornero, E. D., (2019). Reinforcement Learning Approach to Fly Quadcopters with a Faulted Rotor [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Tornero_Erick.pdf
EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for Cache Replacement
Robotics Oral
Farzana Yusuf

Yusuf, F., (2019). EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for Cache Replacement [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Yusuf_Farzana.pdf
Meta-learning for skin cancer detection using Deep Learning techniques
Medical Imaging Oral
Sara I. Garcia

Garcia, S. I., (2019). Meta-learning for skin cancer detection using Deep Learning techniques [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Garcia_Sara.pdf
An end-to-end approach for the verification problem through learned metric-like spaces
Machine Learning Oral
Joao B. Monteiro

Monteiro, J. B., (2019). An end-to-end approach for the verification problem through learned metric-like spaces [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Monteiro_Joao.pdf
Emotion recognition using Texture Maps and Convolutional Neural Networks
Computer Vision Oral
Lourdes Ramírez Cerna

Ramírez Cerna, L., (2019). Emotion recognition using Texture Maps and Convolutional Neural Networks [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Ramirez_Lourdes.pdf
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems
Representation Learning Oral
Oscar F. Leong

Leong, O. F., (2019). Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Leong_Oscar.pdf
DiPol-GAN: Generating Molecular Graphs Adversarially with Relational Differentiable Pooling
Machine Learning Oral
Pablo Rivas

Rivas, P., (2019). DiPol-GAN: Generating Molecular Graphs Adversarially with Relational Differentiable Pooling [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Rivas_Pablo.pdf
Efficient allocation of law enforcement resources using predictive police patrolling
Applications Oral
Paula Rodriguez

Rodriguez, P., (2019). Efficient allocation of law enforcement resources using predictive police patrolling [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Oral_Rodriguez_Paula.pdf

Poster Presentations

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Mental Lexicon for Personality Identification in Texts
Neuro Linguistic Programming Poster
Gabriela Ramirez-de-la-Rosa
Ramirez-de-la-Rosa, G., (2019). Mental Lexicon for Personality Identification in Texts [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Ramirez-De-La-Rosa_Gabriela.pdf
Deep Learning Models for Diabetic Retinophaty Screening Program
Medical Imaging Poster
Abraham Sanchez
Sanchez, A., (2019). Deep Learning Models for Diabetic Retinophaty Screening Program [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Sanchez_Abraham.pdf
An Ontology and Frequency-based Approach, with Machine Learning, to Recommend Activities in Scientific Workflows
Applications Poster
Adilson L. Khouri
Khouri, A. L., (2019). An Ontology and Frequency-based Approach, with Machine Learning, to Recommend Activities in Scientific Workflows [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Khouri_Adilson.pdf
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
Medical Imaging Poster
Agostina Larrazabal
Larrazabal, A., (2019). Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Larrazabal_Agostina.pdf
Skin Cancer Analysis using Deep Learning
Medical Imaging Poster
Gabriel Jimenez Garay
Jimenez Garay, G., (2019). Skin Cancer Analysis using Deep Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Jimenez_Gabriel.pdf
Understanding Algorithmic Fairness in Health Care: A Proposed Case Study with Three Datasets
Medical Data Poster
Bruna Roberta Seewald da Silva
Seewald da Silva, B. R., (2019). Understanding Algorithmic Fairness in Health Care: A Proposed Case Study with Three Datasets [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Seewald_Bruna.pdf
Solving the generalized non-linear Schrödinger equations with genetic algorithms
Machine Learning Poster
Jesús Castillo Cabello
Castillo Cabello, J., (2019). Solving the generalized non-linear Schrödinger equations with genetic algorithms [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Castillo_Jesus.pdf
Using a self-supervised encoder for anticipating failures in industrial equipment
Applications Poster
Daniel Buades Marcos
Buades Marcos, D., (2019). Using a self-supervised encoder for anticipating failures in industrial equipment [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Buades_Daniel.pdf
Segmentation of skin lesions and their attributes using Generative Adversarial Networks
Medical Imaging Poster
Cristian Lazo Quispe
Lazo Quispe, C., (2019). Segmentation of skin lesions and their attributes using Generative Adversarial Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Lazo_Cristian.pdf
Advanced Transfer Learning Approach for Improving Sentiment Analysis on Different Dialects of Spanish
Neuro Linguistic Programming Poster
Daniel Alfredo Palomino Paucar
Palomino Paucar, D. A., (2019). Advanced Transfer Learning Approach for Improving Sentiment Analysis on Different Dialects of Spanish [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Palomino_Daniel.pdf
Semantic Segmentation on Image Using Multi-task Hourglass Networks
Computer Vision Poster
Darwin D. Saire Pilco
Saire Pilco, D. D, (2019). Semantic Segmentation on Image Using Multi-task Hourglass Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Saire_Darwin.pdf
Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence
Medical Imaging Poster
Denis H. Núñez Fernández
Núñez Fernández, D. H., (2019). Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Nunez_Dennis.pdf
Multi-Task Deep Learning Model for Improved Histopathology Prediction from In-Vivo Microscopy Images
Medical Imaging Poster
David Brenes
Brenes, D., (2019). Multi-Task Deep Learning Model for Improved Histopathology Prediction from In-Vivo Microscopy Images [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Brenes_David.pdf
Incorporating Climate Change in Spatiotemporal Species Distribution Models for cattle tick Rhipicephalus (Boophilus) microplus
Applications Poster
Diana M. Diaz Herrera
Diaz Herrera, D. M., (2019). Incorporating Climate Change in Spatiotemporal Species Distribution Models for cattle tick Rhipicephalus (Boophilus) microplus [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Diaz_Diana.pdf
Role of gut microbiota and their temporal interactions in kidney transplant recipients
Applications Poster
Daniel Ruiz-Perez
Ruiz-Perez, D., (2019). Role of gut microbiota and their temporal interactions in kidney transplant recipients [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Ruiz-Perez_Daniel.pdf
A study of observation scales based on the FH dissimilarity measure
Applications Poster
Edward Jorge Yuri Cayllahua cahuina
Yuri Cayllahua Cahuina, E. J., (2019). A study of observation scales based on the FH dissimilarity measure [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Yuri_Edward.pdf
Biometric system based on electroencephalogram analysis
Medical Data Poster
Dustin Javier Carrion
Carrion, D. J., (2019). Biometric system based on electroencephalogram analysis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Carrion_Dustin.pdf
A novel stochastic model based on echo state networks for hydrological time series forecasting
Applications Poster
Edson Francisco Luque Mamani
Luque Mamani, E. F., (2019). A novel stochastic model based on echo state networks for hydrological time series forecasting [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Luque_Edson.pdf
Aggressive Language Identification in Social Media using Deep Learning
Neuro Linguistic Programming Poster
Errol Wilderd Mamani Condori
Mamani Condori, E. W., (2019). Aggressive Language Identification in Social Media using Deep Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Mamani_Errol.pdf
Understanding Safety Based on Urban Perception
Computer Vision Poster
Felipe A. Moreno-Vera
Moreno-Vera, F. A., (2019). Understanding Safety Based on Urban Perception [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Moreno-Vera_Felipe.pdf
Transfer Learning for Algorithm Recommendation
Applications Poster
Gean T. Pereira
Pereira, G. T., (2019). Transfer Learning for Algorithm Recommendation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Pereira_Gean.pdf
Paraphrase Generation via Adversarial Penalizations
Neuro Linguistic Programming Poster
Gerson Waldyr Vizcarra Aguilar
Vizcarra Aguilar, G. W., (2019). Paraphrase Generation via Adversarial Penalizations [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Vizcarra_Gerson.pdf
Road Damage Acquisition System based on RetinaNet for Physical Asset Management
Computer Vision Poster
Gilberto Ochoa-Ruiz
Ochoa-Ruiz, G., (2019). Road Damage Acquisition System based on RetinaNet for Physical Asset Management [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Ochoa-Ruiz_Gilberto.pdf
User-Centered Feature Space Transformation
Representation Learning Poster
Marleny Hilasaca
Hilasca, M., (2019). User-Centered Feature Space Transformation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Hilasaca_Marleny.pdf
Which Kernels to Transfer in Deep Q-Networks?
Robotics Poster
Jesús García-Ramírez
García-Ramírez, J., (2019). Which Kernels to Transfer in Deep Q-Networks? [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Garcia-Ramirez_Jesus.pdf
Adversarial target-invariant representation learning
Machine Learning Poster
Isabela Albuquerque
Albuquerque, I., (2019). Adversarial target-invariant representation learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Albuquerque_Isabela.pdf
Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World
Robotics Poster
Hansenclever F. Bassani
Bassani, H. F., (2019). Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Bassani_Hansenclever.pdf
Towards Identifying for Evidence of Drain Brain from Web Search Results using Reinforcement Learning
Robotics Poster
Ivan Vladimir Meza Ruiz
Meza Ruiz, I. V., (2019). Towards Identifying for Evidence of Drain Brain from Web Search Results using Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Meza_Ivan.pdf
Generative Adversarial Networks for Image Synthesis and Semantic Segmentation in Brain Stroke Images
Image Generation Poster
Israel Nazareth Chaparro Cruz
Chaparro Cruz, I. N., (2019). Generative Adversarial Networks for Image Synthesis and Semantic Segmentation in Brain Stroke Images [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Chaparro_Israel.pdf
Mapping the loss of information of Bosonic (Physical) systems into neural networks with applications in Machine learning
Machine Learning Poster
Ivan D Arraut Guerrero
Arraut Guerrero, I. D., (2019). Mapping the loss of information of Bosonic (Physical) systems into neural networks with applications in Machine learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Arraut_Ivan.pdf
Robust Estimation in Reproducing Kernel Hilbert
Machine Learning Poster
Joseph A. Gallego
Gallego, J. A., (2019). Robust Estimation in Reproducing Kernel Hilbert [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Gallego_Joseph.pdf
Weak supervision for electronic phenotyping using electronic health records
Medical Data Poster
Juan M. Banda
Banda, J. M., (2019). Weak supervision for electronic phenotyping using electronic health records [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Banda_Juan.pdf
Automatically Personalized Pain Intensity Estimation from Facial Expressions using CNN-RNN and HCRF in videos
Computer Vision Poster
Jefferson J. Quispe Pinares
Quispe Pinares, J. J., (2019). Automatically Personalized Pain Intensity Estimation from Facial Expressions using CNN-RNN and HCRF in videos [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Lazo_Cristian.pdf
Generation of time response of linear and nonlinear dynamic systems using autoencoders
Robotics Poster
Jose Paniagua
Paniagua, J., (2019). Generation of time response of linear and nonlinear dynamic systems using autoencoders [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Paniagua_Jose.pdf
Seq2Seq Neural Architecture for Recommending Short Text Conversations
Neuro Linguistic Programming Poster
Johnny Torres
Torres, J., (2019). Seq2Seq Neural Architecture for Recommending Short Text Conversations [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Torres_Johnny.pdf
Ambient Lighting Generation for Flash Images with Conditional Adversarial Networks
Image Generation Poster
José Chávez
Chávez, J., (2019). Ambient Lighting Generation for Flash Images with Conditional Adversarial Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Chavez_Jose.pdf
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data
Robotics Poster
Johan Samir Obando Ceron
Obando Ceron, J. S., (2019). Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Obando_Johan.pdf
A genetic algorithm implementation for spatio-temporal variogram modelling to determine air quality monitoring network representativeness
Applications Poster
Karol Baca-Lopez
Baca-Lopez, K., (2019). A genetic algorithm implementation for spatio-temporal variogram modelling to determine air quality monitoring network representativeness [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Baca-Lopez_Karol.pdf
Transfer Learning applied to Reinforcement Learning problem with continuous state space using Human-like recall/association
Robotics Poster
Luis A. Avendaño Muñoz
Avendaño Muñoz, L. A., (2019). Transfer Learning applied to Reinforcement Learning problem with continuous state space using Human-like recall/association [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Avendano_Luis.pdf
A Machine Learning Approach For Blood Vessels Segmentation In Chorioallantoic Membrane Images
Medical Imaging Poster
Leandro Ticlia De la Cruz
De la Cruz, L. T., (2019). A Machine Learning Approach For Blood Vessels Segmentation In Chorioallantoic Membrane Images [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_De-La-Cruz_Leandro.pdf
Revisiting Syllable-aware Language Modelling
Neuro Linguistic Programming Poster
Kervy Rivas Rojas
Rivas Rojas, K., (2019). Revisiting Syllable-aware Language Modelling [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Rivas_Kervy.pdf
Object Recognition using a Region Detector Based on Hierarchies of Partitions
Computer Vision Poster
Karla C. Otiniano-Rodríguez
Otiniano-Rodríguez, K. C., (2019). Object Recognition using a Region Detector Based on Hierarchies of Partitions [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Otiniano-Rodriguez_Karla.pdf
Algorithmic Targeting of Social Policies: Accuracy & Fairness
Ethics Poster
Luis Fernando Cantu
Cantu, L. F., (2019). Algorithmic Targeting of Social Policies: Accuracy & Fairness [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Cantu_Luis.pdf
Overview of UP-Fall Detection Project
Medical Data Poster
Lourdes Martinez-Villaseñor
Martinez-Villaseñor, L., (2019). Overview of UP-Fall Detection Project [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Martinez-Villase%C3%B1or_Lourdes.pdf
An Evaluation Benchmark for Online Discussion Representation Models
Neuro Linguistic Programming Poster
Túlio Corrêa Loures
Corrêa Loures, T., (2019). An Evaluation Benchmark for Online Discussion Representation Models [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Correa_Tulio.pdf
Object Segmentation by Oriented Image Foresting Transform with Connectivity Constraints
Computer Vision Poster
Lucy Alsina Choque Mansilla
Choque Mansilla, L. A., (2019). Object Segmentation by Oriented Image Foresting Transform with Connectivity Constraints [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Choque_Lucy.pdf
Deep Predictive Coding for Multimodal Spatiotemporal Representation Learning
Representation Learning Poster
Marcio Fonseca
Fonseca, M., (2019). Deep Predictive Coding for Multimodal Spatiotemporal Representation Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Fonseca_Marcio.pdf
Interpolation and Prediction of PM2.5 based on Conditional Generative Adversarial Network and a forecasting model
Machine Learning Poster
Luis E. Colchado
Colchado, L. E., (2019). Interpolation and Prediction of PM2.5 based on Conditional Generative Adversarial Network and a forecasting model [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Colchado_Luis.pdf
Pain Intensity Estimation using Spatiotemporal Facial Features
Medical Data Poster
Manasses A. Mauricio
Mauricio, M. A., (2019). Pain Intensity Estimation using Spatiotemporal Facial Features [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Mauricio_Manasses.pdf
Crime prediction using self-exciting point processes and image features as covariates
Applications Poster
Mateo Dulce
Dulce, M., (2019). Crime prediction using self-exciting point processes and image features as covariates [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Dulce_Mateo.pdf
Music video classification using audio and visual features
Video Processing Poster
Mikiyas Gulema Tefera
Gulema Tefera, M., (2019). Music video classification using audio and visual features [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Gulema_Mikiyas.pdf
Energy Optimization of Wireless Sensor Network Using Neuro-Fuzzy Algorithms
Machine Learning Poster
Mohammed Ali Adem
Adem, M. A., (2019). Energy Optimization of Wireless Sensor Network Using Neuro-Fuzzy Algorithms [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Ali_Mohammed.pdf
Signed Causal Bayesian Networks for Microbiomes
Medical Data Poster
Musfiqur Sazal
Sazal, M., (2019). Signed Causal Bayesian Networks for Microbiomes [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Sazal_Musfiqur.pdf
Involving humans to learn attributes
Computer Vision Poster
Nils Murrugarra-Llerena
Murrugarra-Llerena, N., (2019). Involving humans to learn attributes [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Murrugarra-Llerena_Nils.pdf
On the Impact of Gender Bias in Medical Imaging Classifiers for Computer-aided Diagnosis
Medical Data Poster
Nicolás Nieto
Nieto, N., (2019). On the Impact of Gender Bias in Medical Imaging Classifiers for Computer-aided Diagnosis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Nieto_Nicolas.pdf
Relation Augmentation: A Gradient Boosting Approach for Detecting Genomic Anomalies
Medical Data Poster
Omar DeGuchy
DeGuchy, O., (2019). Relation Augmentation: A Gradient Boosting Approach for Detecting Genomic Anomalies [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_DeGuchy_Omar.pdf
On the Unintended Social Bias of Training Language Generation Models with Latin American Newspapers
Ethics Poster
Omar U. Florez
Florez, O. U., (2019). On the Unintended Social Bias of Training Language Generation Models with Latin American Newspapers [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Florez_Omar.pdf
A Machine Learning approach to Neural Information Decoding of Spike Train Distances in the Peripheral Nervous System
Medical Data Poster
Oralia Nolasco-Jauregui
Nolasco-Jauregui, O., (2019). A Machine Learning approach to Neural Information Decoding of Spike Train Distances in the Peripheral Nervous System [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Nolasco-Jauregui_Oralia.pdf
Does a dog desire cake? - Expanding Knowledge Base Assertions Through Deep Relationship Discovery
Representation Learning Poster
Pedro A. Colon-Hernandez
Colon-Hernandez, P. A., (2019). Does a dog desire cake? - Expanding Knowledge Base Assertions Through Deep Relationship Discovery [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Colon-Hernandez_Pedro.pdf
See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data
Medical Data Poster
Paulo Roberto Mann Marques Jr.
Mann Marques Jr., P. R., (2019). See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Mann_Paulo.pdf
Learning Bandpass and Common Spatial Pattern Filters for Motor Imagery Classification
Medical Imaging Poster
Paul Augusto Bustios Belizario
Bustios Belizario, P. A., (2019). Learning Bandpass and Common Spatial Pattern Filters for Motor Imagery Classification [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Bustios_Paul.pdf
Backpropagating the Unsupervised Error of Self-Organizing Maps to Deep Neural Networks
Machine Learning Poster
Pedro H. M. Braga
Braga, P. H. M., (2019). Backpropagating the Unsupervised Error of Self-Organizing Maps to Deep Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Braga_Pedro.pdf
Gaussian Processes for simulating complex quantum systems
Machine Learning Poster
Rodrigo A. Vargas-Hernandez
Vargas-Hernandez, R. A., (2019). Gaussian Processes for simulating complex quantum systems [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Vargas-Hernandez_Rodrigo.pdf
Learning Reward Machines for Partially Observable Reinforcement Learning (Abridged Report)
Robotics Poster
Rodrigo A. Toro Icarte
Toro Icarte, R. A., (2019). Learning Reward Machines for Partially Observable Reinforcement Learning (Abridged Report) [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Toro_Rodrigo.pdf
Meta-Webly Supervised Learning for object recognition
Computer Vision Poster
Ricardo Benitez-Jimenez
Benitez-Jimenez, R., (2019). Meta-Webly Supervised Learning for object recognition [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Benitez-Jimenez-Ricardo.pdf
Model car architecture for education in Robotics and Deep Neural Networks
Robotics Poster
Ricardo Carrillo Mendoza
Carrillo Mendoza, R., (2019). Model car architecture for education in Robotics and Deep Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Carrillo_Ricardo.pdf
Feature Selection Algorithm Recommendation for Gene Expression data with Meta Learning
Machine Learning Poster
Robert A. Aduviri
Aduviri, R. A., (2019). Feature Selection Algorithm Recommendation for Gene Expression data with Meta Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Aduviri_Robert.pdf
Speeding up Reinforcement Learning for Inference and Control of Gene Regulatory Networks
Robotics Poster
Rodrigo C. Bonini
Bonini, R. C., (2019). Speeding up Reinforcement Learning for Inference and Control of Gene Regulatory Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Bonini_Rodrigo.pdf
Neural Network Autoencoders for Compressed Neuroevolution
Machine Learning Poster
Santiago Miret
Miret, S., (2019). Neural Network Autoencoders for Compressed Neuroevolution [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Miret_Santiago.pdf
On The Selection of Predictive Models in Production
Applications Poster
Rocio M. Zorrilla
Zorrilla, R. M., (2019). On The Selection of Predictive Models in Production [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Zorrilla_Rocio.pdf
Anomaly event detection based on people trajectories for surveillance videos
Video Processing Poster
Rensso V. H. Mora Colque
Mora Colque, R. V. H., (2019). Anomaly event detection based on people trajectories for surveillance videos [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Mora_Rensso.pdf
Investigating Transfer Learning Approaches for Mining Opinions in the Electoral Domain
Applications Poster
Jessica Soares dos Santos
Soares dos Santos, J., (2019). Investigating Transfer Learning Approaches for Mining Opinions in the Electoral Domain [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Soares_Jessica.pdf
Improving Hate Speech Classification on Twitter
Neuro Linguistic Programming Poster
Susana Benavidez
Benavidez, S., (2019). Improving Hate Speech Classification on Twitter [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Benavidez_Susana.pdf
Representation Learning in Game Provenance Graphs
Machine Learning Poster
Sidney Araujo Melo
Araujo Melo, S., (2019). Representation Learning in Game Provenance Graphs [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Araujo_Sidney.pdf
Large Scale Learning Techniques For Least Squares Support Vector Machines
Machine Learning Poster
Santiago Toledo-Cortés
Toledo-Cortés, S., (2019). Large Scale Learning Techniques For Least Squares Support Vector Machines [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Toledo-Cortes_Santiago.pdf
Fast Calorimeter Simulation with Wasserstein Generative Adversarial Networks
Machine Learning Poster
Victoria Barin Pacela
Barin Pacela, V., (2019). Fast Calorimeter Simulation with Wasserstein Generative Adversarial Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Barin_Victoria.pdf
Towards Learning Better Representations for Completion of Real-World Knowledge Bases
Representation Learning Poster
Vítor Lourenço
Lourenço, V., (2019). Towards Learning Better Representations for Completion of Real-World Knowledge Bases [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Lourenco_Vitor.pdf
Optimizing the regularization parameters selection in sparse modeling
Machine Learning Poster
Victoria Peterson
Peterson, V., (2019). Optimizing the regularization parameters selection in sparse modeling [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Peterson_Victoria.pdf
Global Model Explanation for Time Series
Applications Poster
Xochitl Watts
Watts, X., (2019). Global Model Explanation for Time Series [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Watts_Xochitl.pdf
Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split Videos on a Parallel Processing Infrastructure
Video Processing Poster
Walter Mayor
Mayor, W., (2019). Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split Videos on a Parallel Processing Infrastructure [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Mayor_Walter.pdf
Building Bridges: Implementing Redundancy Analysis by means of a Neural Network
Applications Poster
Fernando J. Yanez
Yanez, F. J., (2019). Building Bridges: Implementing Redundancy Analysis by means of a Neural Network [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2019, Vancouver, Canada. https://research.latinxinai.org/papers/neurips/2019/pdf/Poster_Yanez_Fernando.pdf

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