Accepted Papers

Oral Presentations

Paper ID

Paper Title

Author Names

Poster

Pitch

Citation

1 Flexible Learning of Sparse Neural Networks via Constrained L0 Regularization
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 Regularization [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
2 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
4 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
5 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
6 A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets
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 Mentions in Tweets [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
8 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
10 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
3 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.
7 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.
9 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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