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 arXiv | 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 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 arXiv | 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 NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall Haonan Lu, Shuai Mu, Siddhartha Sen, Wyatt Lloyd Operating Systems Design and Implementation | 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
Publication Imitating Human Behaviour with Diffusion Models Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin ICLR 2023 | May 2023
Research