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.