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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.

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