Joint Conference on Statistics and Data Science in China (JCSDS) is an international academic conference, jointly sponsored by the Chinese Association for Applied Statistics, the Statistics and Probability Association, Chinese Association for Industr...

Abstract: Recently, multi-armed bandit algorithms have been deployed in many realistic large-scale applications, i.e., ranking of search engines and acceleration of model selection. In these cases, the workload represented by the number o...

Abstract: In today's economy, it becomes important for Internet platforms to consider the sequential information design problem to align their long-term interest with the incentives of platform users. To study this problem in the sequenti...

Abstract: High-dimensional statistics poses significant computational challenges for efficient estimation, which are exacerbated in today's big data era where data collection is often vast. We collectively refer to these challenges as high-d...