Publication Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression Adam Block, Dylan Foster, Akshay Krishnamurthy, Max Simchowitz, Cyril Zhang ICLR 2024 | October 2023
Publication Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan, Gagan Bansal Proc. ACM Hum.-Comput. Interact. | October 2023, Vol 7 Article 370 Project
Publication Exposing Attention Glitches with Flip-Flop Language Modeling Bingbin Liu, Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang NeurIPS 2023 | October 2023
Publication Evaluating Cognitive Maps and Planning in Large Language Models with CogEval Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson NeurIPS 2023 | October 2023
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 (HE/HIM), 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
Publication Learning hidden Markov models using conditional samples Sham Kakade, Akshay Krishnamurthy, Gaurav Mahajan, Cyril Zhang 2023 Conference on Learning Theory | July 2023