JSM2023
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Topic-Contributed Paper Session

Statistical advances in high-dimensional and complex data analysis

Tue, Aug 8, 10:30 AM
Liangliang ZhangOrganizerTapabrata MaitiChair
Section on Bayesian Statistical Science

5 Presentations

Data quality improvement by random walking on a single cell Hi-C contact matrix — reality or fiction?
10:35 AM - 10:55 AM
Yongqi Liu (The Ohio State University)
Co-authors: Shili Lin (The Ohio State University)
Unsupervised tree boosting for learning probability distributions
10:55 AM - 11:15 AM
Li Ma (Duke University)
ENNS: Deep Learning Aided Feature selection for High-Dimensional Low sample size data
11:15 AM - 11:35 AM
Arkaprabha Ganguli (Michigan State University)
Bayesian joint inference for multiple directed acyclic graphs
11:35 AM - 11:55 AM
Xuan Cao (University of Cincinnati)
Co-authors: Kyoungjae Lee (Seoul National University)
Bayesian uncertainty quantification of local volatility model
11:55 AM - 12:15 PM
Anirban Mondal (Case Western Reserve University)
Co-authors: Kai Yin (Case Western Reserve University)
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