论文与出版物 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, 第 120 卷(33)
论文与出版物 Robust dynamic assortment optimization in the presence of outlier customers Xi Chen, Akshay Krishnamurthy, Yining Wang Operations Research | August 2023
论文与出版物 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
论文与出版物 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 视频
论文与出版物 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
论文与出版物 Learning hidden Markov models using conditional samples Sham Kakade, Akshay Krishnamurthy, Gaurav Mahajan, Cyril Zhang Conference on Learning Theory | July 2023
论文与出版物 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 项目
论文与出版物 Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice Wesley Deng, Nuri Yildirim, Monica Chang, M. Eslami, Kenneth Holstein, Michael Madaio Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023 Conference on Fairness, Accountability and Transparency
论文与出版物 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
论文与出版物 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
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