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321 Tue, 8/9/2022, 2:00 PM - 3:50 PM CC-144C
Nonparametric Inference Under Shape Constraints — Topic Contributed Papers
IMS, Section on Nonparametric Statistics, Royal Statistical Society
Organizer(s): Richard J Samworth, University of Cambridge
Chair(s): Richard J Samworth, University of Cambridge
2:05 PM A Non-Asymptotic Framework for Approximate Message Passing in Spiked Models
Yuting Wei , University of Pennsylvania
2:25 PM Noisy Linear Inverse Problems Under Convex Constraints: Exact Risk Asymptotics in High Dimensions
Qiyang Han, Rutgers University
2:45 PM Nonparametric Tuning-Free Estimation of S-Shaped Functions
Oliver Feng, University of Cambridge; Yining Chen, London School of Economics; Qiyang Han, Rutgers University; Raymond J. Carroll, Texas A&M University; Richard J Samworth, University of Cambridge
3:05 PM Nonparametric Doubly Robust Testing for Continuous Treatment Effects via Smoothness and via Shape Constraints
Charles Doss, University of Minnesota; Guangwei Weng, University of Minnesota; Lan Wang, University of Miami
3:25 PM Convergence Rates for Estimating Multivariate Scale Mixtures of Uniform Densities
Adityanand Guntuboyina, University of California Berkeley
3:45 PM Floor Discussion