Publication Combatting Gerrymandering with Social Choice: the Design of Multi-member Districts. Nikhil Garg, Wes Gurnee, David Rothschild, David Shmoys July 2021
Publication Benign Overfitting of Constant-Stepsize SGD for Linear Regression Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Sham Kakade 2021 Conference on Learning Theory | July 2021
Publication 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, Vol 595(7866): pp. 181-188
Publication 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
Publication Manipulating and Measuring Model Interpretability Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach CHI 2021 | May 2021 Project
Publication Provable Rich Observation Reinforcement Learning with Combinatorial Latent States Dipendra Misra, Qinghua Li, Chi Jin, John Langford 2021 International Conference on Learning Representations | May 2021
Publication 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
Publication SmartHarvest: Harvesting Idle CPUs Safely and Efficiently in the Cloud Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini Proceedings of the 16th European Conference on Computer Systems (EuroSys) | April 2021 Project Project
Publication Datamations: Animated Explanations of Data Analysis Pipelines Xiaoying Pu, Sean Kross, Jake Hofman, Daniel G. Goldstein April 2021 Github Project
Publication SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2021
Research