Publication A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models Taylor Webb, S. S. Mondal, Chi Wang, Brian Krabach, Ida Momennejad September 2023
Publication An illusion of predictability in scientific results: Even experts confuse inferential uncertainty and outcome variability Sam Zhang, Patrick R. Heck, Michelle N. Meyer, Christopher F. Chabris, Daniel G. Goldstein, Jake M. Hofman Proceeding of the National Academy of Sciences | August 2023, Vol 120(33)
Publication Robust dynamic assortment optimization in the presence of outlier customers Xi Chen, Akshay Krishnamurthy, Yining Wang Operations Research | August 2023
Publication FairPrism: Evaluating Fairness-Related Harms in Text Generation Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach ACL 2023 | July 2023
Publication Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment Sofia Eleni Spatharioti, David Rothschild, Daniel G. Goldstein, Jake Hofman July 2023 Video
Publication A complete characterization of linear estimators for offline policy evaluation Juan C. Perdomo, Akshay Krishnamurthy, Peter Bartlett, Sham Kakade Journal of Machine Learning Research | July 2023
Publication Learning hidden Markov models using conditional samples Sham Kakade, Akshay Krishnamurthy, Gaurav Mahajan, Cyril Zhang 2023 Conference on Learning Theory | July 2023
Publication ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition Aashaka Desai, Lauren Berger, Fyodor O. Minakov, Vanessa Milan, Chinmay Singh, Kriston Pumphrey, Richard E. Ladner, Hal Daumé III, Alex Lu, Naomi Caselli, Danielle Bragg Advances in Neural Information Processing Systems (NeurIPS) 36 | June 2023 Project
Publication Representation Learning In Deep RL Via Discrete Information Bottleneck Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb AISTATS 2023 | May 2023
Publication Is My Prediction Arbitrary? Measuring Self-Consistency in Fair Classification A. Feder Cooper, Katherine Lee, Solon Barocas, Christopher De Sa, Siddhartha Sen, Baobao Zhang May 2023
Research