Mehta, Nishant

8 publications

AISTATS 2024 Near-Optimal Per-Action Regret Bounds for Sleeping Bandits Quan M. Nguyen, Nishant Mehta

AISTATS 2024 On the Price of Exact Truthfulness in Incentive-Compatible Online Learning with Bandit Feedback: A Regret Lower Bound for WSU-UX Ali Mortazavi, Junhao Lin, Nishant Mehta

ALT 2023 Adversarial Online Multi-Task Reinforcement Learning Quan Nguyen, Nishant Mehta

NeurIPS 2021 Best-Case Lower Bounds in Online Learning Cristóbal Guzmán, Nishant Mehta, Ali Mortazavi

AISTATS 2020 Safe-Bayesian Generalized Linear Regression Rianne Heide, Alisa Kirichenko, Peter Grunwald, Nishant Mehta

AISTATS 2020 A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving up Option P Sharoff, Nishant Mehta, Ravi Ganti

ICML 2013 Sparsity-Based Generalization Bounds for Predictive Sparse Coding Nishant Mehta, Alexander Gray

NeurIPS 2012 Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL Nishant Mehta, Dongryeol Lee, Alexander G. Gray