Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset. - Sunil Mallya; J. Marc Overhage; Navneet Srivastava; Tatsuya Arai; Cole Erdman (CoRR, 2019)

The AI Driving Olympics at NeurIPS 2018. - Julian G. Zilly; Jacopo Tani; Breandan Considine; Bhairav Mehta; Andrea F. Daniele; Manfred Diaz; Gianmarco Bernasconi; Claudio Ruch; Jan Hakenberg; Florian Golemo; A. Kirsten Bowser; Matthew R. Walter; et al. (CoRR, 2019)

DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. - Bharathan Balaji; Sunil Mallya; Sahika Genc; Saurabh Gupta; Leo Dirac; Vineet Khare; Gourav Roy; Tao Sun 008; Yunzhe Tao; Brian Townsend; Eddie Calleja; Sunil Muralidhara; et al. (CoRR, 2019)

SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability. - Sunil Mallya; J. Marc Overhage; Sravan Bodapati; Navneet Srivastava; Sahika Genc (CoRR, 2019)

DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. - Bharathan Balaji; Sunil Mallya; Sahika Genc; Saurabh Gupta; Leo Dirac; Vineet Khare; Gourav Roy; Tao Sun 008; Yunzhe Tao; Brian Townsend; Eddie Calleja; Sunil Muralidhara; et al. (ICRA, 2020)

Robust Multi-Agent Reinforcement Learning with Model Uncertainty. - Kaiqing Zhang; Tao Sun 008; Yunzhe Tao; Sahika Genc; Sunil Mallya; Tamer Basar (NeurIPS, 2020)

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. - Sahika Genc; Sunil Mallya; Sravan Bodapati; Tao Sun 008; Yunzhe Tao (CoRR, 2020)

REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning. - Yunzhe Tao; Sahika Genc; Tao Sun; Sunil Mallya (CoRR, 2020)

REPAINT: Knowledge Transfer in Deep Reinforcement Learning. - Yunzhe Tao; Sahika Genc; Jonathan Chung 001; Tao Sun 008; Sunil Mallya (ICML, 2021)

Label Semantics for Few Shot Named Entity Recognition. - Jie Ma 005; Miguel Ballesteros; Srikanth Doss; Rishita Anubhai; Sunil Mallya; Yaser Al-Onaizan; Dan Roth (ACL (Findings), 2022)

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. - Muhammad Khalifa; Yogarshi Vyas; Shuai Wang; Graham Horwood; Sunil Mallya; Miguel Ballesteros (ACL (Findings), 2023)