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Rohan Deb
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Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis.
S Ganesh*, R Deb*, G Thoppe, A Budhiraja
Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI …, 2023
6*2023
Gradient Temporal Difference with Momentum: Stability and Convergence
R Deb, S Bhatnagar
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6488-6496, 2022
52022
-Timescale Stochastic Approximation: Stability and Convergence
R Deb, S Bhatnagar
arXiv preprint arXiv:2112.03515, 2021
52021
Contextual Bandits with Online Neural Regression
R Deb, Y Ban, S Zuo, J He, A Banerjee
Twelfth International Conference on Learning Representations (ICLR), 2024, 2024
32024
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources
R Deb, A Saha, A Banerjee
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024
22024
Schedule Based Temporal Difference Algorithms
R Deb*, M Gandhi*, S Bhatnagar
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
12022
Conservative Contextual Bandits: Beyond Linear Representations
R Deb, M Ghavamzadeh, A Banerjee
Thirteenth International Conference on Learning Representations (ICLR), 2025, 2024
2024
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