论文与出版物 Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation Sam Devlin, Raluca Stevenson, Ida Momennejad, Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann 2021 International Conference on Machine Learning | July 2021 Source code available at: https://github.com/microsoft/NTT 视频 Github 项目
论文与出版物 Interaction-Grounded Learning Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad 2021 International Conference on Machine Learning | July 2021
论文与出版物 Statistical Estimation from Dependent Data Vardis Kandiros, Yuval Dagan, Nishanth Dikkala, Surbhi Goel, Constantinos Daskalakis 2021 International Conference on Machine Learning | July 2021
论文与出版物 Combatting Gerrymandering with Social Choice: the Design of Multi-member Districts. Nikhil Garg, Wes Gurnee, David Rothschild, David Shmoys July 2021 arXiv | July 2021
论文与出版物 Benign Overfitting of Constant-Stepsize SGD for Linear Regression Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Sham Kakade Conference on Learning Theory | July 2021
论文与出版物 Integrating explanation and prediction in computational social science Jake Hofman, Duncan J Watts, Susan Athey, Filiz Garip, Thomas L Griffiths, Jon Kleinberg, Helen Margetts, Sendhil Mullainathan, Matthew J Salganik, Simine Vazire, Alessandro Vespignani, Tal Yarkoni Nature | June 2021, 第 595 卷(7866): pp. 181-188
论文与出版物 LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes. Aditya Kusupati, Matthew Wallingford, Vivek Ramanujan, Raghav Somani, Jae Sung Park, Krishna Pillutla, Prateek Jain, Sham Kakade, Ali Farhadi NeurIPS 2021 | June 2021
论文与出版物 Manipulating and Measuring Model Interpretability Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach CHI 2021 | May 2021 项目
论文与出版物 Provable Rich Observation Reinforcement Learning with Combinatorial Latent States Dipendra Misra, Qinghua Li, Chi Jin, John Langford International Conference on Learning Representations | May 2021
论文与出版物 Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, Duncan Wadsworth, Hanna Wallach AIES 2021 | May 2021
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