Bayati, Mohsen

13 publications

NeurIPS 2025 Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models William Overman, Mohsen Bayati
ICLR 2025 Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits Yuwei Luo, Mohsen Bayati
NeurIPS 2024 Aligning Model Properties via Conformal Risk Control William Overman, Jacqueline Jil Vallon, Mohsen Bayati
NeurIPS 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference Mohsen Bayati, Yuwei Luo, William Overman, Sadegh Shirani, Ruoxuan Xiong
JMLR 2022 On Low-Rank Trace Regression Under General Sampling Distribution Nima Hamidi, Mohsen Bayati
NeurIPS 2022 Thompson Sampling Efficiently Learns to Control Diffusion Processes Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati
AISTATS 2020 Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling Carolyn Kim, Mohsen Bayati
NeurIPS 2020 Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms Mohsen Bayati, Nima Hamidi, Ramesh Johari, Khashayar Khosravi
NeurIPS 2019 Personalizing Many Decisions with High-Dimensional Covariates Nima Hamidi, Mohsen Bayati, Kapil Gupta
JMLR 2019 Scalable Approximations for Generalized Linear Problems Murat Erdogdu, Mohsen Bayati, Lee H. Dicker
NeurIPS 2016 Scaled Least Squares Estimator for GLMs in Large-Scale Problems Murat A Erdogdu, Lee H Dicker, Mohsen Bayati
NeurIPS 2013 Estimating LASSO Risk and Noise Level Mohsen Bayati, Murat A Erdogdu, Andrea Montanari
NeurIPS 2010 The LASSO Risk: Asymptotic Results and Real World Examples Mohsen Bayati, José Pereira, Andrea Montanari