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Invited Paper Session

Imperfect data, constrained algorithms

Thu, Aug 7, 8:30 AM - 10:20 AM Room CC-101A Music City Center

Richard SamworthOrganizerRichard SamworthChair

IMS co: Section on Statistical Learning and Data Scienceco: Section on Nonparametric Statistics

4 Presentations

Adaptive density estimation under low-rank constraints

8:35 AM - 9:00 AM

Low-rank models Density estimation Adaptive estimation

WITHDRAWN Bounding the false discovery rate with pooled controls

9:00 AM - 9:25 AM

Co-authors: Rina Barber

False discovery rate Permutation tests

Density Ratio Permutation Tests with connections to distributional shifts and conditional two-sample testing

9:25 AM - 9:50 AM

Thomas Berrett (University of Warwick)

Efficient estimation Semi-supervised learning Missing data Data fusion ANOVA decompositions

Low-degree phase transitions for detecting a planted clique in sublinear time

9:50 AM - 10:15 AM

Kabir Verchand (Georgia Institute of Technology)

Statistical-computational gaps Incomplete data Sublinear algorithms

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