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 TraceSplitter: A New Paradigm for Downscaling Traces Sultan Mahmud Sajal, Rubaba Hasan, Timothy Zhu, Bhuvan Urgaonkar, Siddhartha Sen 16th European Conference on Computer Systems (EuroSys) | April 2021
Publication Optimism in reinforcement learning with generalized linear function approximation Yining Wang, Ruosong Wang, Simon S. Du, Akshay Krishnamurthy 2021 International Conference on Learning Representations | April 2021
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
Publication Minimax Regret for Stochastic Shortest Path Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg 2021 Neural Information Processing Systems | March 2021
Publication Reinforcement Learning with Trajectory Feedback Yonathan Efroni, Nadav Merlis, Shie Mannor AAAI2021 | February 2021
