Universal Approximation for Log-concave Distributions using
Well-conditioned Normalizing Flows

Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows

7 July 2021

Chirag Pabbaraju

Andrej Risteski

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Papers citing "Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows"

7 / 7 papers shown

Title
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates Connor Mooney Zhongjian Wang Jack Xin Yifeng Yu 69 2 0 25 May 2024
Mixed Variational Flows for Discrete Variables Gian Carlo Diluvi Benjamin Bloem-Reddy Trevor Campbell 67 2 0 29 Aug 2023
Reverse Diffusion Monte Carlo Xunpeng Huang Hanze Dong Yi Hao Yi-An Ma Tong Zhang DiffM 117 28 0 05 Jul 2023
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation N. Panda Natalie Klein Dominic Yang P. Gasda Diane Oyen 63 1 0 18 Apr 2023
Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions Hongrui Chen Holden Lee Jianfeng Lu DiffM 89 142 0 03 Nov 2022
Whitening Convergence Rate of Coupling-based Normalizing Flows Felix Dräxler Christoph Schnörr Ullrich Kothe 120 7 0 25 Oct 2022
Convergence for score-based generative modeling with polynomial complexity Holden Lee Jianfeng Lu Yixin Tan DiffM 80 140 0 13 Jun 2022