Bayati, Mohsen

1. Mostly Exploration-Free Algorithms for Contextual Bandits
   2017/04/28 by Bastani, Hamsa, Bayati, Mohsen, Khosravi, Khashayar · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Optimal Experimental Design for Staggered Rollouts
   2019/11/09 by Ruoxuan Xiong, Susan Athey, Xiong, Ruoxuan +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (stat.ML) #Methodology (stat.ME) #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design
3. Dynamic Pricing with Demand Covariates
   2016/04/25 by Sheng Qiang, Qiang, Sheng, Mohsen Bayati +1 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (stat.ML) #Supply Chain and Inventory Management
4. On Frequentist Regret of Linear Thompson Sampling
   2020/06/11 by Nima Hamidi, Hamidi, Nima, Mohsen Bayati +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
5. Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes
   2022/06/20 by Mohamad Kazem Shirani Faradonbeh, Faradonbeh, Mohamad Kazem Shirani, Sadegh Shirani +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Causal Message Passing for Experiments with Unknown and General Network Interference
   2023/11/14 by Shirani, Sadegh, Bayati, Mohsen · 3 citations
   #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Quantile Regression with Large Language Models for Price Prediction
   2025/06/07 by Nikhita Vedula, Dushyanta Dhyani, Vedula, Nikhita +9 · 3 citations
   Computer Science · Decision Sciences · Social Sciences · #Multimodal Machine Learning Applications #Stock Market Forecasting Methods #Computational and Text Analysis Methods
8. Aligning Model Properties via Conformal Risk Control
   2024/06/26 by Overman, William, Vallon, Jacqueline Jil, Bayati, Mohsen · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models
   2025/06/01 by Overman, William, Bayati, Mohsen · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
10. Higher-Order Causal Message Passing for Experimentation with Complex Interference
    2024/11/01 by Bayati, Mohsen, Luo, Yuwei, Overman, William +2 · 3 citations
    #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML)