JSM2023
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Topic-Contributed Paper Session

Recent Developments in Statistical Perspectives for Deep learning and Model/Data Compression

Thu, Aug 10, 10:30 AM
Bowei XiOrganizerWutao WeiChair
Section on Statistical Computing

5 Presentations

Bisection Grover's Search Algorithm and Its Application in Analyzing CITE-seq Data
10:35 AM - 10:55 AM
Haoran Lu
Co-authors: Ping Ma (University of Georgia), Yongkai Chen
Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression
10:55 AM - 11:15 AM
Jingyi Zhang (Tsinghua University)
Co-authors: Wenxuan Zhong (University of Georgia)
Multiclass classification for multidimensional functional data through deep neural networks
11:15 AM - 11:35 AM
Guanqun Cao (Auburn University)
Vulnerabilities of Deep Learning Model and a Robust Deep Ensemble
11:35 AM - 11:55 AM
Bowei Xi (Purdue University)
Zigzag Persistence and Graph Convolutional Networks for Time Series Forecasting
11:55 AM - 12:15 PM
Yuzhou Chen (Temple University)
Co-authors: Yulia Gel (University of Texas-Dallas)
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