Gupta, Umang

5 publications

ICLR 2024 VQ-TR: Vector Quantized Attention for Time Series Forecasting Kashif Rasul, Andrew Bennett, Pablo Vicente, Umang Gupta, Hena Ghonia, Anderson Schneider, Yuriy Nevmyvaka

UAI 2022 Estimating Transfer Entropy Under Long Ranged Dependencies Sahil Garg, Umang Gupta, Yu Chen, Syamantak Datta Gupta, Yeshaya Adler, Anderson Schneider, Yuriy Nevmyvaka

NeurIPSW 2022 Federated Progressive Sparsification (Purge-Merge-Tune)+ Dimitris Stripelis, Umang Gupta, Greg Ver Steeg, Jose Luis Ambite

AAAI 2021 Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg

AAAI 2018 Policy Learning for Continuous Space Security Games Using Neural Networks Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe