Publications

• Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits

Vishakha Patil, Vineet Nair, Ganesh Ghalme, Arindam Khan

IJCAI-2023

[ Arxiv ]

• Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment

Ganesh Ghalme, Vineet Nair, Vishakha Patil, Yilun Zhou

AAMAS-2022 (Oral Presentation)

[ Arxiv ] [ Proceedings ]

• Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization

Arnab Maiti, Vishakha Patil, Arindam Khan

NeurIPS-2021

[ Arxiv ] [ Proceedings ]

• Budgeted and Non-Budgeted Causal Bandits

Vineet Nair, Vishakha Patil, Gaurav Sinha

AISTATS-2021

[ Arxiv ] [ Proceedings ]

• Achieving Fairness in the Stochastic Multi-Armed Bandit Problem

Vishakha Patil, Ganesh Ghalme, Vineet Nair, Y. Narahari

AAAI-2020 (Paper), Extended Version in JMLR-2021 (Extended Version)

[ ArXiv ] [ Conf. Proceedings ] [ Journal Version ]