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Activity Details

286 Wed, 8/5/2020, 10:00 AM - 11:50 AM Virtual
Learning Networks from Point Processes: Neuronal Connectivity Networks and Beyond — Invited Papers
Section on Statistical Learning and Data Science, IMS, ENAR
Organizer(s): Ali Shojaie, University of Washington
Chair(s): Ali Shojaie, University of Washington
10:05 AM Context-Dependent Self-Exciting Point Processes: Models, Methods, and Risk Bounds in High Dimensions
Garvesh Raskutti, UW-Madison; Lili Zheng, University of Wisconsin-Madison; Rebecca Willett, University of Chicago
10:30 AM A Universal Nonparametric Event Detection Framework for Neuropixels Data
Shizhe Chen, University of California, Davis; Hao Chen, University of California, Davis; Xinyi Deng, Columbia University
10:55 AM Latent Network Structure Learning from High-Dimensional Multivariate Point Processes
Biao Cai, University of Miami; Emma Jingfei Zhang, University of Miami; Yongtao Guan, University of Miami
11:20 AM Theory and Modeling for the Truncated Hawkes Process
Victor Solo, UNSW, Sydney
11:45 AM Floor Discussion