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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
28	Reduced Communication in Federated Learning Through Optimal Client Sampling Machine Learning Deep Learning Poster	Monica Ribero Diaz, Haris Vikalo				Ribero Diaz, M. et al, (2020). Reduced Communication in Federated Learning Through Optimal Client Sampling [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual.
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.
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.
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.
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.
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.
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.
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.