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Topic-Contributed Paper Session

Shape-constrained inference in data science

Wed, Aug 9, 10:30 AM

Theodore WestlingChair

Section on Nonparametric Statistics

5 Presentations

Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands

10:35 AM - 10:55 AM

Sabyasachi Chatterjee (University of Illinois at Urbana Champaign)

WITHDRAWN Gaussian random projections of convex cones: Approximate kinematic formulae and applications

10:55 AM - 11:15 AM

Co-authors: Qiyang Han

Efficient shape constrained inference with applications in autocovariance sequence estimation

11:15 AM - 11:35 AM

Hyebin Song (Penn State)

Nonparametric inference for the controlled vaccine efficacy curve under the assumption of monotonicity

11:35 AM - 11:55 AM

Convex loss estimation via score matching

11:55 AM - 12:15 PM

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