Accepted Papers
Oral Presentations
Paper Title | Author Names | Poster | Citation |
---|---|---|---|
Flexible Learning of Sparse Neural Networks via Constrained L0 Regularizations Optimization Sparsity Poster | Jose Gallego-Posada, Juan Ramirez de los Rios, Akram Erraqabi | ![]() | Gallego-Posada, J. et al., (2021). Flexible Learning of Sparse Neural Networks via Constrained L0 Regularizations [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/neurips/2021/posters/Poster_Jose_Gallego-Posada.pdf |
Vehicle Speed Estimation Using Computer Vision and Evolutionary Camera Calibration Applications Homography Poster | Hector Mejia, Esteban Palomo, Ezequiel Lopez-Rubio, Israel Pineda, Rigoberto Fonseca | ![]() | Mejia, H. et al., (2021). Vehicle Speed Estimation Using Computer Vision and Evolutionary Camera Calibration [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202112072 |
Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings Deep Learning Uncertainty Quantification Poster | Matias Valdenegro-Toro | ![]() | Valdenegro-Toro, M., (2021). Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202112073 |
Investigating Generative Neural-Network Models For Building Pest Insect Detectors in Sticky Trap Images for the Peruvian Horticulture Deep Learning Generative Neural-Networks Poster | Joel Jossue Cabrera Rios, Edwin Villanueva | ![]() | Cabrera Rios, J. J. et al., (2021). Investigating Generative Neural-Network Models For Building Pest Insect Detectors in Sticky Trap Images for the Peruvian Horticulture [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202112074 |
A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Applications Social Media Mining Poster | Luis Alberto Robles, Rajath Chikkatur Srinivasa, Juan M. Banda | ![]() | Robles, L. A. et al., (2021). A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/neurips/2021/posters/Poster_Luis_Robles.pdf |
Curating the Twitter Election Integrity Datasets for Better Online Troll Characterization Applications Twitter Poster | Albert Manuel Orozco, Reihaneh Rabbany | ![]() | Orozco, A. M. et al., (2021). Curating the Twitter Election Integrity Datasets for Better Online Troll Characterization [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/neurips/2021/posters/Poster_Albert_Orozco.pdf |
On the Pitfalls of Label Differential Privacy Machine Learning Differential Privacy Poster | Andres Munoz Medina, Robert Istvan Busa-Fekete, Umar Syed, Sergei Vassilvitskii | ![]() | Munoz Medina, A. et al., (2021). On the Pitfalls of Label Differential Privacy [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/neurips/2021/posters/Poster_Andres_Munoz.pdf |
Performance Analysis of Quantum Machine Learning Classifiers Quantum Machine Learning Classifiers Poster | Tonni Jui, Olawale Ayoade, Javier Orduz, Pablo Rivas | | Jui, T. et al., (2021). Performance Analysis of Quantum Machine Learning Classifiers [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. |
A Novel Stochastic Model Based on Echo State Networks for Hydrological Time Series Forecasting Deep Learning Stochastic Poster | Edson Luque Mamani | | Luque Mamani, E., (2021). 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 2021, Virtual. |
Lifting the Veil on Hyper-Parameters for Value-Based Deep Reinforcement Learning Deep Learning Reinforcement Learning Poster | Joao Guilherme Madeira Araujo, Johan Samir Obando Ceron, Pablo Samuel Castro | | Madeira Araujo, J. G. et al., (2021). Lifting the Veil on Hyper-Parameters for Value-Based Deep Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. |