Theory and Methods for Variable Selection

Wed, Aug 7, 2:00 PM - 3:50 PM

Mengxin YuChair

Section on Statistical Learning and Data Science

5 Presentations

Communication-Efficient Distributed Best Subset Selection

2:05 PM - 2:20 PM

Hongmei LIN

Co-authors: Jingguo Lan (School of Data Science, University of Science and Technology of China), Xueqin Wang (University of Science and Technology of China)

E-values, Multiple Testing and Beyond

2:20 PM - 2:35 PM

Guanxun Li (Texas A&M University)

Co-authors: Xianyang Zhang (Texas A&M University)

Factor Importance Ranking and Selection using Total Indices

2:35 PM - 2:50 PM

Chaofan Huang (Georgia Institute of Technology)

Co-authors: Roshan Joseph (School of ISYE, Georgia Tech)

Length Comparison between Naïve and Exact Post-Selection Inference Confidence Intervals

2:50 PM - 3:05 PM

Sanjaya Maduranga Saman Kumara Mananage (The University of Texas at Dallas)

Co-authors: Chuan-Fa Tang

Simultaneous false discovery proportion bounds via knockoffs and closed testing

3:05 PM - 3:20 PM

Jinzhou Li (Stanford University)

Co-authors: Marloes Maathuis (ETH Zurich, Seminar Fur Statistik), Jelle Goeman (Leiden University Medical Center)