Bayati, Mohsen

Matrix Completion Methods for Causal Panel Data Models

Athey, S., Bayati, M., Doudchenko, N., Imbens, G., & Khosravi, K. (2018) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 497

Data-Driven Decisions for Reducing Readmissions for Heart Failure: General Methodology and Case Study

Bayati, M., Braverman, M., Gillam, M., Mack, K. M., Ruiz, G., Smith, M. S., & Horvitz, E. (2014) · PLoS ONE

Heart Failure Treatment and ManagementArtificial Intelligence in Healthcare

Cited by 122

Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models

Overman, W., & Bayati, M. (2025) · Advances in Neural Information Processing Systems 38

Adversarial Robustness in Machine LearningEthics and Social Impacts of AI

Cited by 4

Aligning Model Properties via Conformal Risk Control

Overman, W., Vallon, J. J., & Bayati, M. (2024) · arXiv

Statistical Methods and InferenceAdversarial Robustness in Machine Learning

Cited by 1

Calibrating Conservatism for Scalable Oversight

Overman, W., & Bayati, M. (2026) · arXiv

Ethics and Social Impacts of AIReinforcement Learning in Robotics

Cited by 0