Limit Distribution Theory for f-Divergences
Year: 2023
Type: article
Authors: Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato
Institutions: Cornell University, RWTH Aachen University
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: closed
Funder: National Science Foundation
Awards: FRG: Collaborative Research: Quantile-Based Modeling for Large-Scale Heterogeneous Data, CRII: CIF: New Paradigms in Generalization and Information-Theoretic Analysis of Deep Neural Networks, Bootstrap Methods in High Dimensions: Complex Dependence Structures and Refinements, CAREER: Smooth statistical distances for a scalable learning theory, New Challenges in Statistical Inference with Regularized Optimal Transport
OpenAlex ID: W4387623728