Advances in statistical learning methods for biomedical data

Mon, Aug 7, 8:30 AM

Li CheungChair

ENAR

7 Presentations

Biclustering Method for Clinically Meaningful Subgroup Detection with Multi-view Data

8:35 AM - 8:50 AM

Kaifeng Yang

Co-authors: Sandra Safo (University of Minnesota)

Higher-order asymptotics meets federated learning: a framework for bias-corrected algorithms

8:50 AM - 9:05 AM

Dazheng Zhang

Co-authors: Xiaokang Liu (University of Pennsylvania), Ziwei Zhu (University of Michigan, Ann Arbor), Yang Ning (Cornell University), Yong Chen (University of Pennsylvania, Perelman School of Medicine)

Interpretable Deep Learning Method for Multi-view Data with Survival Outcome

9:05 AM - 9:20 AM

Han Lu (Division of Biostatistics, University of Minnesota)

Co-authors: Hengkang Wang, Ju Sun (Department of Computer Science and Engineering, University of Minnesota), Sandra Safo (University of Minnesota)

Interpretable Deep Learning Methods for Multi-Distribution Multi-view Data

9:20 AM - 9:35 AM

Hengkang Wang

Co-authors: Han Lu (Division of Biostatistics, University of Minnesota), Ju Sun (Department of Computer Science and Engineering, University of Minnesota), Sandra Safo (University of Minnesota)

Probabilistic Pairwise Model Comparisons Based on Bootstrap Estimators of the KL Discrepancy

9:35 AM - 9:50 AM

Andres Dajles (University of Iowa)

Co-authors: Joseph Cavanaugh (University of Iowa)

Robust Machine Learner for Mean Potential Outcome With Information Integration From Auxiliary Data

9:50 AM - 10:05 AM

Chixiang Chen (University of Maryland School of Medicine)

Co-authors: Shuo Chen (University of Maryland, School of Medicine), Zhenyao Ye, Xu Shi, Tianzhou Ma (University of Maryland, College Park)

Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target

10:05 AM - 10:20 AM

Jimmy Hickey (North Carolina State University)

Co-authors: Jonathan Williams (North Carolina State University), Emily Hector (North Carolina State University)

Session participants

Liangyuan Hu (Rutgers University)

Participant