Sobhan Miryoosefi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Convex Constraints

Tractable Cases

Path Consistency

Top Venues

Publications

Abhishek Panigrahi, Nikunj Saunshi, Kaifeng Lyu, Sobhan Miryoosefi, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar
Efficient Stagewise Pretraining via Progressive Subnetworks. CoRR (2024)
Stefani Karp, Nikunj Saunshi, Sobhan Miryoosefi, Sashank J. Reddi, Sanjiv Kumar
Landscape-Aware Growing: The Power of a Little LAG. CoRR (2024)
Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar
Efficient Training of Language Models using Few-Shot Learning. ICML (2023)
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
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent. CoRR (2023)
Yonathan Efroni, Chi Jin, Akshay Krishnamurthy, Sobhan Miryoosefi
Provable Reinforcement Learning with a Short-Term Memory. CoRR (2022)
Sobhan Miryoosefi, Chi Jin
A Simple Reward-free Approach to Constrained Reinforcement Learning. ICML (2022)
Yonathan Efroni, Chi Jin, Akshay Krishnamurthy, Sobhan Miryoosefi
Provable Reinforcement Learning with a Short-Term Memory. ICML (2022)
Chi Jin, Qinghua Liu, Sobhan Miryoosefi
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. CoRR (2021)
Chi Jin, Qinghua Liu, Sobhan Miryoosefi
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. NeurIPS (2021)
Sobhan Miryoosefi, Chi Jin
A Simple Reward-free Approach to Constrained Reinforcement Learning. CoRR (2021)
Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
Constrained episodic reinforcement learning in concave-convex and knapsack settings. CoRR (2020)
Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
Constrained episodic reinforcement learning in concave-convex and knapsack settings. NeurIPS (2020)
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire
Reinforcement Learning with Convex Constraints. NeurIPS (2019)
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire
Reinforcement Learning with Convex Constraints. CoRR (2019)