Publication Empirical Likelihood for Contextual Bandits Nikos Karampatziakis, John Langford, Paul Mineiro September 2020
Publication Log-time Prediction Markets for Interval Securities Miro Dudík, Xintong Wang, David M. Pennock, David Rothschild September 2020
Publication Unifying Clustered and Non-stationary Bandits Chuanhao Li, Qingyun Wu, Hongning Wang September 2020
Publication Contrastive learning, multi-view redundancy, and linear models Christopher Tosh, Akshay Krishnamurthy, Daniel Hsu August 2020
Publication Learning by Exploration: New Challenges in Real-World Environments Qingyun Wu, Huazheng Wang, Hongning Wang KDD ’20 | August 2020
Publication Contract Design for Afforestation Programs Nicole Immorlica, Wanyi Li, Brendan Lucier August 2020
Publication Mitigating bias in algorithmic hiring: evaluating claims and practices Manish Raghavan, Solon Barocas, Jon Kleinberg, Karen Levy FAT* 2020 | August 2020
Publication The Hidden Assumptions Behind Counterfactual Explanations and Principal Reasons Solon Barocas, Andrew Selbst, Manish Raghavan FAT* 2020 | August 2020 Project
Publication Doubly robust off-policy evaluation with shrinkage Yi Su, Maria Dimakopoulou, Akshay Krishnamurthy, Miro Dudík ICML 2020 | July 2020
Publication Private Reinforcement Learning with PAC and Regret Guarantees Giuseppe Vietri, Borja Balle, Akshay Krishnamurthy, Steven Wu ICML 2020 | July 2020
