Publications/Preprints
Publications/Preprints
1. Contextual Bandits with Online Neural Regression
(Accepted at Twelfth International Conference on Learning Representations (ICLR-2024))2. Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources
(Accepted at 27th International Conference on Artificial Intelligence and Statistics (AISTATS - 2024))2. Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources
3. Gradient Temporal Difference with Momentum: Stability and Convergence.
(Accepted at Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22))4. Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis.
(Accepted at Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI-2023) )5. Schedule Based Temporal Difference Algorithms.
(Accepted at 58th Annual Allerton Conference on Communication, Control, and Computing)6. N- Timescale Stochastic Approximation: Stability and Convergence.