Sobhan Miryoosefi

18 papers A* 8Journal 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Efficient stagewise pretraining via progressive subnetworks. ICLR Abhishek Panigrahi, Nikunj Saunshi, Kaifeng Lyu, Sobhan Miryoosefi, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar
2024	J	`jnl`	Efficient Stagewise Pretraining via Progressive Subnetworks. CoRR Abhishek Panigrahi, Nikunj Saunshi, Kaifeng Lyu, Sobhan Miryoosefi, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar
2024	J	`jnl`	Landscape-Aware Growing: The Power of a Little LAG. CoRR Stefani Karp, Nikunj Saunshi, Sobhan Miryoosefi, Sashank J. Reddi, Sanjiv Kumar
2024	A*	`conf`	On the Inductive Bias of Stacking Towards Improving Reasoning. NeurIPS Nikunj Saunshi, Stefani Karp, Shankar Krishnan, Sobhan Miryoosefi, Sashank Jakkam Reddi, Sanjiv Kumar
2024	J	`jnl`	On the Inductive Bias of Stacking Towards Improving Reasoning. CoRR Nikunj Saunshi, Stefani Karp, Shankar Krishnan, Sobhan Miryoosefi, Sashank J. Reddi, Sanjiv Kumar
2023	A*	`conf`	Efficient Training of Language Models using Few-Shot Learning. ICML Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar
2023	J	`jnl`	ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent. CoRR Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix X. Yu, Sanjiv Kumar
2022	A*	`conf`	A Simple Reward-free Approach to Constrained Reinforcement Learning. ICML Sobhan Miryoosefi, Chi Jin
2022	—	`—`	Provable Reinforcement Learning with Constraints and Function Approximation Sobhan Miryoosefi
2022	A*	`conf`	Provable Reinforcement Learning with a Short-Term Memory. ICML Yonathan Efroni, Chi Jin, Akshay Krishnamurthy, Sobhan Miryoosefi
2022	J	`jnl`	Provable Reinforcement Learning with a Short-Term Memory. CoRR Yonathan Efroni, Chi Jin, Akshay Krishnamurthy, Sobhan Miryoosefi
2021	J	`jnl`	A Simple Reward-free Approach to Constrained Reinforcement Learning. CoRR Sobhan Miryoosefi, Chi Jin
2021	A*	`conf`	Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. NeurIPS Chi Jin, Qinghua Liu, Sobhan Miryoosefi
2021	J	`jnl`	Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. CoRR Chi Jin, Qinghua Liu, Sobhan Miryoosefi
2020	A*	`conf`	Constrained episodic reinforcement learning in concave-convex and knapsack settings. NeurIPS Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
2020	J	`jnl`	Constrained episodic reinforcement learning in concave-convex and knapsack settings. CoRR Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
2019	A*	`conf`	Reinforcement Learning with Convex Constraints. NeurIPS Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire
2019	J	`jnl`	Reinforcement Learning with Convex Constraints. CoRR Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire