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 in Large Language Models with CogEval: No Emergent Planning Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson NeurIPS 2023 | October 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 Learning hidden Markov models using conditional samples Sham Kakade, Akshay Krishnamurthy, Gaurav Mahajan, Cyril Zhang 2023 Conference on Learning Theory | July 2023
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 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
Publication Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models Lingjun Zhao, Khanh Nguyen, Hal Daumé III ACL 2023 | May 2023
Publication CODAMOSA: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models Caroline Lemieux, Jeevana Priya Inala, Shuvendu Lahiri, Siddhartha Sen ICSE’23 | May 2023 Github Project
