Accepted Papers
Oral Presentations
ID | Paper Title | Author Names | | 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 | | 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 |