论文与出版物 DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2022 | January 2022 项目 项目
论文与出版物 Search-based Diverse Sampling from Real-world Software Product Lines Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin 林庆维, Miqing Li, Xiaowei Yang ICSE 2022 | January 2022 项目
论文与出版物 Differentially private n-gram extraction Kunho Kim, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Sergey Yekhanin NeurIPS 2021 | December 2021 项目
论文与出版物 Few-Shot Data-Driven Algorithms for Low Rank Approximation Piotr Indyk, Tal Wagner, David Woodruff NeurIPS 2021 | December 2021
论文与出版物 RL for Latent MDPs: Regret Guarantees and a Lower Bound Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor NeurIPS 2021 | December 2021
论文与出版物 On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control. A. Parayil, A. S. Bedi* (equal contribution), J. Zhang, M. Wang, A. Koppel December 2021
论文与出版物 Dueling Bandits with Adversarial Sleeping Aadirupa Saha, Pierre Gaillard Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS) | December 2021
论文与出版物 Predictive Job Scheduling under Uncertain Constraints in Cloud Computing Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda IJCAI’21 | December 2021 项目 项目 项目
论文与出版物 Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection Matteo Papini, Andrea Tirinzoni, Aldo Pacchiano, Marcello Restelli, Alessandro Lazaric, Matteo Pirotta NeurIPS 2021 | December 2021
论文与出版物 Robust Regression Revisited: Acceleration and Improved Estimation Rates Arun Jambulapati, Jerry Li, Kevin Tian NeurIPS 2021 | December 2021