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
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 International Conference on Learning Representations | April 2021
Publication Minimax Regret for Stochastic Shortest Path Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg Neural Information Processing Systems | March 2021
Publication Reinforcement Learning with Trajectory Feedback Yonathan Efroni, Nadav Merlis, Shie Mannor AAAI2021 | February 2021
Publication Revenue Maximization for Buyers with Outside Options Yannai A. Gonczarowski, Nicole Immorlica, Yingkai Li, Brendan Lucier December 2020 arXiv | December 2020
Publication Overcoming Failures of Imagination in AI Infused System Development and Deployment Margarita Boyarskaya, Alexandra Olteanu, Kate Crawford In the Navigating the Broader Impacts of AI Research Workshop at NeurIPS 2020 | December 2020 Video
Publication Performance-Optimal Read-Only Transactions Siddhartha Sen 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
Publication Tolerating Slowdowns in Replicated State Machines using Copilots Siddhartha Sen 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI) | November 2020