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Rohan Deb
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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
42022
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
3*2023
-Timescale Stochastic Approximation: Stability and Convergence
R Deb, S Bhatnagar
arXiv preprint arXiv:2112.03515, 2021
22021
Contextual Bandits with Online Neural Regression
R Deb, Y Ban, S Zuo, J He, A Banerjee
Twelfth International Conference on Learning Representations (ICLR), 2024, 2023
12023
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources
R Deb, A Saha
27th International Conference on Artificial Intelligence and Statistics …, 2023
2023
Schedule Based Temporal Difference Algorithms
R Deb*, M Gandhi*, S Bhatnagar
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
2022
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Articles 1–6