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Bernardo Modenesi

Bernardo Modenesi, PhD

Languages spoken: English, Italian, Portuguese, Spanish

Academic Information

Departments Primary - Population Health Sciences

Bernardo Modenesi, Ph.D. (he/him/his)

Tenure-track Faculty in Biostatistics, Spencer Fox Eccles School of Medicine

Adjunct Assistant Professor, Kahlert School of Computing

Faculty Affiliate, Responsible AI Initiative

295 Chipeta Way, room 1N453, Salt Lake City, UT, 84108

Training: I hold a Ph.D. in Economics, with a joint degree in Statistics, from the University of Michigan. After my Ph.D. I was a Data Science & AI Research Fellow at the Michigan Institute for Data and AI in Society (MIDAS), in collaboration with the Rocket Companies.

Research: My research sits at the intersection of causal inference (CI)—particularly for observational studies—and machine learning (ML). I focus on (1) leveraging ML to capture complex, high-dimensional confounding so that causal effect estimation is feasible in realistic settings, and (2) importing causal concepts into ML to design methods that tackle pressing Responsible AI contemporary issues.

Education History

Graduate Training University of Michigan
MA
Doctoral Training University of Michigan
PhD
Graduate Training University of Michigan
MA
Graduate Training São Paulo School of Economics
MS
Undergraduate Federal University of Minas Gerais
BS