Regular biography
Suhas Vijaykumar is an Assistant Professor in the Department of Economics at the University of California, San Diego. He holds a Ph.D. from MIT, awarded in 2023. His research focuses on Econometrics, Policy Analysis, Experimental Design, and Machine Learning Theory. Dr. Vijaykumar is affiliated with the Econometrics research group. His faculty profile can be accessed at https://economics.ucsd.edu/faculty-and-research/faculty-profiles/vijaykumar.html.
Scholar-generated biography
Suhas Vijaykumar is an economist and statistician whose research focuses on econometrics, machine learning, and statistics. His work explores advanced econometric methods, particularly in the context of causal inference, treatment effects, and algorithmic fairness. He develops statistical techniques for inference under complex experimental designs, including multiple randomization and clustered experiments. His research also integrates machine learning with econometric analysis, emphasizing applications in demand analysis, hedonic pricing, and AI-driven quality adjustment. Vijaykumar's publications address challenges in algorithmic fairness, such as reconciling calibration with equal error rates, and contribute to the theoretical foundations of statistical learning and inference. His work bridges econometric theory with practical applications in data science and artificial intelligence.