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Contributed Posters

Contributed Poster Presentations: IMS

Wed, Aug 5, 10:30 AM - 12:20 PM Room CC-Exhibit Hall A Thomas M. Menino Convention & Exhibition Center

6 Presentations

06: Applications of Probability and Statistics in Number Theory

10:30 AM - 12:20 PM

Andrey Feuerverger (University of Toronto)

07: Fréchet Regression of Multivariate Distributions with Nonparanormal Transport

10:30 AM - 12:20 PM

Junyoung Park (University of Michigan)

Co-authors: Irina Gaynanova (University of Michigan)

Bures–Wasserstein metric Curse of dimensionality Distributional data Gaussian copula Optimal transport

08: Lagrange Multiplier Tests for Models with Intractable Normalizing Constants

10:30 AM - 12:20 PM

Yilin Wang (University of Iowa)

Co-authors: Kung-Sik Chan (University of Iowa)

Hypothesis Testing Unnormalized Models Hyvärinen Score Lagrange Multiplier Test Asymptotic Inference Score Matching

09: On the Effect of Misspecifying the Embedding Dimension in Low-rank Network Models

10:30 AM - 12:20 PM

Co-authors: Keith Levin (University of Wisconsin)

networks embeddings spectral methods subspace estimation random matrix theory

10: Spherical PCA in High-Dimensional Low-Sample-Size Context

10:30 AM - 12:20 PM

Sangil Han (Texas A&M transportation institute)

Co-authors: Eun Sug Park (Texas A&M Transportation Institute)

principal component analysis high-dimensional low-sample-size (HDLSS)robust PCA consistency and inconsistency asymptotic normality

11: Sufficiently Reduced Distributional Regression

10:30 AM - 12:20 PM

Alexander Henzi (Tsinghua University)

Co-authors: Liu Tiange (University of Washington), Xinwei Shen (University of Washington)

Distributional Regression Sufficient Dimension Reduction Proper Scoring Rules Generative Models Representation Learning Conditional Distribution Estimation

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