Eli Ben-Michael

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Natural Language

Chance Constrained

Methodological Framework

Top Venues

Publications

Eli Ben-Michael, D. James Greiner, Melody Huang, Kosuke Imai, Zhichao Jiang, Sooahn Shin
Does AI help humans make better decisions? A methodological framework for experimental evaluation. CoRR (2024)
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
Optimizing Language Models for Human Preferences is a Causal Inference Problem. CoRR (2024)
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
Text-Transport: Toward Learning Causal Effects of Natural Language. CoRR (2023)
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
Text-Transport: Toward Learning Causal Effects of Natural Language. EMNLP (2023)
Zeyang Jia, Eli Ben-Michael, Kosuke Imai
Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War. CoRR (2023)
Eli Ben-Michael, Kosuke Imai, Zhichao Jiang
Policy learning with asymmetric utilities. CoRR (2022)
Eli Ben-Michael, D. James Greiner, Kosuke Imai, Zhichao Jiang
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment. CoRR (2021)