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Activity Details
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286
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Wed, 8/5/2020,
10:00 AM -
11:50 AM
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Virtual
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Learning Networks from Point Processes: Neuronal Connectivity Networks and Beyond — Invited Papers
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Section on Statistical Learning and Data Science, IMS, ENAR
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Organizer(s): Ali Shojaie, University of Washington
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Chair(s): Ali Shojaie, University of Washington
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10:05 AM
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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
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10:30 AM
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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
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10:55 AM
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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
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11:20 AM
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Theory and Modeling for the Truncated Hawkes Process
Victor Solo, UNSW, Sydney
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11:45 AM
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Floor Discussion
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