Rohan Deb - RankMe

18 papers A* 4A 2Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching. CoRR Siddhartha Laghuvarapu, Rohan Deb, Jimeng Sun
2026	J	`jnl`	Model Predictive Control with Differentiable World Models for Offline Reinforcement Learning. CoRR Rohan Deb, Stephen J. Wright, Arindam Banerjee
2025	J	`jnl`	Beyond Johnson-Lindenstrauss: Uniform Bounds for Sketched Bilinear Forms. CoRR Rohan Deb, Qiaobo Li, Mayank Shrivastava, Arindam Banerjee
2025	A*	`conf`	Conservative Contextual Bandits: Beyond Linear Representations. ICLR Rohan Deb, Mohammad Ghavamzadeh, Arindam Banerjee
2025	A*	`conf`	FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain. ICML Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
2025	J	`jnl`	FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain. CoRR Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
2024	J	`jnl`	Conservative Contextual Bandits: Beyond Linear Representations. CoRR Rohan Deb, Mohammad Ghavamzadeh, Arindam Banerjee
2024	A*	`conf`	Contextual Bandits with Online Neural Regression. ICLR Rohan Deb, Yikun Ban, Shiliang Zuo, Jingrui He, Arindam Banerjee
2024	A	`conf`	Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources. AISTATS Rohan Deb, Aadirupa Saha, Arindam Banerjee
2023	J	`jnl`	Contextual Bandits with Online Neural Regression. CoRR Rohan Deb, Yikun Ban, Shiliang Zuo, Jingrui He, Arindam Banerjee
2023	A	`conf`	Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis. UAI Swetha Ganesh, Rohan Deb, Gugan Thoppe, Amarjit Budhiraja
2023	J	`jnl`	Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources. CoRR Rohan Deb, Aadirupa Saha
2022	A*	`conf`	Gradient Temporal Difference with Momentum: Stability and Convergence. AAAI Rohan Deb, Shalabh Bhatnagar
2022	—	`conf`	Schedule Based Temporal Difference Algorithms. Allerton Rohan Deb, Meet Gandhi, Shalabh Bhatnagar
2021	J	`jnl`	Does Momentum Help? A Sample Complexity Analysis. CoRR Gugan Thoppe, Rohan Deb, Swetha Ganesh, Amarjit Budhiraja
2021	J	`jnl`	Gradient Temporal Difference with Momentum: Stability and Convergence. CoRR Rohan Deb, Shalabh Bhatnagar
2021	J	`jnl`	N-Timescale Stochastic Approximation: Stability and Convergence. CoRR Rohan Deb, Shalabh Bhatnagar
2021	J	`jnl`	Schedule Based Temporal Difference Algorithms. CoRR Rohan Deb, Meet Gandhi, Shalabh Bhatnagar