Rates of convergence for density estimation with generative adversarial networks

30 January 2021

Papers citing "Rates of convergence for density estimation with generative adversarial networks"

9 / 9 papers shown

Title
Numerical and statistical analysis of NeuralODE with Runge-Kutta time integration Emily C. Ehrhardt Hanno Gottschalk Tobias Riedlinger 46 0 0 13 Mar 2025
Scaling-based Data Augmentation for Generative Models and its Theoretical Extension Yoshitaka Koike Takumi Nakagawa Hiroki Waida Takafumi Kanamori DiffM 30 0 0 28 Oct 2024
Bounds on Lp errors in density ratio estimation via f-divergence loss functions Yoshiaki Kitazawa 21 0 0 02 Oct 2024
Minimax density estimation in the adversarial framework under local differential privacy Mélisande Albert Juliette Chevallier Béatrice Laurent Ousmane Sacko 32 0 0 27 Mar 2024
A Wasserstein perspective of Vanilla GANs Lea Kunkel Mathias Trabs 34 6 0 22 Mar 2024
Density estimation using the perceptron P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun 40 0 0 29 Dec 2023
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution Elen Vardanyan Sona Hunanyan T. Galstyan A. Minasyan A. Dalalyan 37 2 0 31 Jul 2023
Statistical inference for generative adversarial networks and other minimax problems Mika Meitz GAN 45 5 0 21 Apr 2021
Statistical guarantees for generative models without domination Nicolas Schreuder Victor-Emmanuel Brunel A. Dalalyan GAN 65 34 0 19 Oct 2020