Sample Complexity Bounds for Estimating Probability Divergences under Invariances

6 November 2023

Papers citing "Sample Complexity Bounds for Estimating Probability Divergences under Invariances"

5 / 5 papers shown

Title
Learning with Exact Invariances in Polynomial Time Ashkan Soleymani B. Tahmasebi Stefanie Jegelka P. Jaillet 65 0 0 27 Feb 2025
Equivariant score-based generative models provably learn distributions with symmetries efficiently Ziyu Chen M. Katsoulakis Benjamin J. Zhang DiffM 35 2 0 02 Oct 2024
Symmetry: a General Structure in Nonparametric Regression Louis Christie John A. D. Aston 27 0 0 19 Apr 2024
Statistical Guarantees of Group-Invariant GANs Ziyu Chen M. Katsoulakis Luc Rey-Bellet Wei-wei Zhu 32 2 0 22 May 2023
Sample Complexity of Probability Divergences under Group Symmetry Ziyu Chen M. Katsoulakis Luc Rey-Bellet Weixia Zhu 18 10 0 03 Feb 2023