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Accepted Papers

Oral Presentations

ID

Paper Title

Author Names

PDF

Poster

Pitch

Citation

2 Application of Bayesian Techniques to Multi-omic Longitudinal Data
Machine Learning Applications Oral
Daniel Ruiz-Perez, Jose Lugo-Martinez, Ziv Bar-Joseph, Giri Narasimhan


Ruiz-Perez, D. et al., (2020). Application of Bayesian Techniques to Multi-omic Longitudinal Data [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Daniel_Ruiz.pdf
4 A system for crowd counting in highly congested scenes geared towards smart transportation system
Deep Learning Applications Oral
Gilberto Ochoa-Ruiz


Ochoa-Ruiz, G., (2020). A system for crowd counting in highly congested scenes geared towards smart transportation system [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Gilberto_Ochoa2.pdf
10 A Bayesian time series model of Coca leaf production in Colombia
Applications Machine Learning Oral
Sergio H Garrido Mejia, Emiliano Isaza


Garrido Mejia, S. H. et al., (2020). A Bayesian time series model of Coca leaf production in Colombia [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007132
19 Smart Sensor Calibration with Auto-Rotating Perceptrons
Applications Deep Learning Oral
Daniel Alcides Saromo Mori, Leonardo Bravo, Elizabeth Villota Cerna


Saromo Mori, D. A. et al., (2020). Smart Sensor Calibration with Auto-Rotating Perceptrons [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007133
24 Duff: A Dataset-Based Utility Function Family for the Exponential Mechanism
General Machine Learning Trustworthy Machine Learning Oral
Andres Munoz, Jennifer Gillenwater


Munoz, A. et al, (2020). Duff: A Dataset-Based Utility Function Family for the Exponential Mechanism [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Andres_Munoz.pdf
30 Word Embeddings for Chemical Patent Natural Language Processing
Applications Deep Learning Oral
Camilo Thorne


Thorne, C., (2020). Word Embeddings for Chemical Patent Natural Language Processing [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007137
34 Hybrid Session-based News Recommendation Using Recurrent Neural Networks
Applications Deep Learning Oral
Gabriel S. P. Moreira, Dietmar Jannach, Adilson Cunha


Moreira, G. S. P. et al., (2020). Hybrid Session-based News Recommendation Using Recurrent Neural Networks [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Gabriel_Moreira.pdf
35 Deep Clustering Self-Organizing Maps with Relevance Learning
Deep Learning Machine Learning Oral
Heitor Rapela Medeiros, Pedro H. M. Braga, Hansenclever F. Bassani


Braga, P. H. M. et al, (2020). Deep Clustering Self-Organizing Maps with Relevance Learning [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007138
38 Lossless Compression of Deep Neural Networks
Deep Learning General Machine Learning Oral
Thiago Serra, Abhinav Kumar, Srikumar Ramalingam


Serra, T. et al, (2020). Lossless Compression of Deep Neural Networks [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Thiago_Serra.pdf
39 Quantifying Biases in Attribute Inference on Social Networks
Machine Learning Applications Oral
Lisette E. Espin Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner


Espin Noboa, L. E. et al, (2020). Quantifying Biases in Attribute Inference on Social Networks [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Oral_Lisette_Espin1.pdf

Poster Presentations

ID

Paper Title

Author Names

PDF

Poster

Pitch

Citation

1 Predicting Legal Proceedings Status: an Approach Based on Sequential Texts
Applications Deep Learning Poster
Felipe Maia Polo, Itamar Chiochetti, Emerson Bertolo


Polo, F. M. et al., (2020). Predicting Legal Proceedings Status: an Approach Based on Sequential Texts [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Felipe_Polo.pdf
3 Towards an automated classification method for ureteroscopic in vivo kidney stone images using machine learning techniques
Machine Learning Applications Poster
Gilberto Ochoa-Ruiz


Ochoa-Ruiz, G., (2020). Towards an automated classification method for ureteroscopic in vivo kidney stone images using machine learning techniques [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Gilberto_Ochoa1.pdf
6 Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification
Applications Machine Learning Poster
Alejandro Murillo González


Murillo González, A., (2020). Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007131
13 Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics
Reinforcement Learning Applications Poster
Guillermo A. Castillo Martinez, Bowen Weng, Wei Zhang, Ayonga Hereid


Castillo Martinez, G. A. et al., (2020). Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Guillermo_Castillo.pdf
14 Word Embeddings to analyze Peruvian computing curriculums
Applications Deep Learning Poster
Jeffri Murrugarra Llerena


Murrugarra Llerena, J., (2020). Word Embeddings to analyze Peruvian computing curriculums [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Jeffri_Murrugarra1.pdf
15 KutralNet: A Portable Deep Learning Model for Fire Recognition
Deep Learning Machine Learning Poster
Angel Ayala, Bruno Fernandes, Francisco Cruz, David Macedo, Adriano Oliveira, Cleber Zanchettin


Ayala, A. et al., (2020). KutralNet: A Portable Deep Learning Model for Fire Recognition [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Angel_Ayala.pdf
18 Dynamic Sign Language Recognition combining Dynamic Images and Convolutional Neural Networks
Deep Learning Computer Vision Poster
Lourdes Ramírez Cerna, Edwin J. Escobedo Cardenas


Ramírez Cerna, L. et al., (2020). Dynamic Sign Language Recognition combining Dynamic Images and Convolutional Neural Networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Lourdes_Ramirez.pdf
23 Breaking the State of the Art in dialects of Spanish Sentiment Analysis
Deep Learning Machine Learning Poster
Daniel Alfredo Palomino Paucar


Palomino Paucar, D. A., (2020). Breaking the State of the Art in dialects of Spanish Sentiment Analysis [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007134
25 Adversarial Effects of Intermediate Latency in Active Learning on Data Streams
Machine Learning Applications Poster
Pedro Henrique Parreira, Ronaldo Cristiano Prati


Parreira, P. H. et al, (2020). Adversarial Effects of Intermediate Latency in Active Learning on Data Streams [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Pedro_Parreira.pdf
26 Semantic Segmentation Through Graph Neural Network Blocks
Deep Learning Applications Poster
Darwin D. Saire Pilco, Salvatore-Antoine Tabbone


Saire Pilco, D. D. et al, (2020). Semantic Segmentation Through Graph Neural Network Blocks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007135
28 Communication-Efficient Federated Learning via Optimal Client Sampling
Machine Learning Deep Learning Poster
Monica Ribero Diaz, Haris Vikalo


Ribero Diaz, M. et al, (2020). Communication-Efficient Federated Learning via Optimal Client Sampling [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai2020071310
29 Impacts, Potentials, and Trends of Machine Learning in Industry 4.0: An Overview
Applications Machine Learning Poster
Maiza Oliveira, Douglas Cordeiro, Nubia Rosa Da Silva


Da Silva, N. R. et al, (2020). Impacts, Potentials, and Trends of Machine Learning in Industry 4.0: An Overview [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007136
31 Kernel Latent Regularization for Feature Selection in Tumor Classification
Machine Learning Applications Poster
Martin Palazzo, Patricio Yankilevich, Pierre Beauseroy


Palazzo, M. et al., (2020). Kernel Latent Regularization for Feature Selection in Tumor Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Martin_Palazzo.pdf
32 Identification of Circulating Information on Corruption in Brazil Using Data Mining and Machine Learning
Applications Machine Learning Poster
Douglas F. Cordeiro, Nubia Da Silva, Katia Kelvis Cassiano


Cordeiro, D. F. et al, (2020). Identification of Circulating Information on Corruption in Brazil Using Data Mining and Machine Learning [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Douglas_Cordeiro.pdf
40 When Do Ranking Algorithms Reinforce, Replicate, or Weaken Inequalities in Directed Social Networks?
Applications Machine Learning Poster
Lisette E. Espin Noboa, Fariba Karimi, Markus Strohmaier, Claudia Wagner


Espin Noboa, L. E. et al, (2020). When Do Ranking Algorithms Reinforce, Replicate, or Weaken Inequalities in Directed Social Networks? [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Lisette_Espin2.pdf
42 Topologically-based Variational Autoencoder for Time Series Classification
Applications Deep Learning Poster
Rodrigo Rivera


Rivera, R., (2020). Topologically-based Variational Autoencoder for Time Series Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://doi.org/10.52591/lxai202007139
22 A Comparative Analysis of COVID-19 Trends in Colombia for Policy Makers
Applications Machine Learning Poster
Diana M. Diaz Herrera


Diaz Herrera, D. M., (2020). A Comparative Analysis of COVID-19 Trends in Colombia for Policy Makers [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Diana_Diaz.pdf
16 Beacon classifier
Machine Learning Applications Poster
Vanessa J. Meraz, Jorge Munoz


Meraz, V. J. et al., (2020). Beacon classifier [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. https://research.latinxinai.org/papers/icml/2020/pdf/Poster_Vanessa_Meraz.pdf

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