Nonparametric Score Estimators

Nonparametric Score Estimators

20 May 2020

Jun Zhu

Papers citing "Nonparametric Score Estimators"

7 / 7 papers shown

Title
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery Yingyu Lin Yuxing Huang Wenqin Liu Haoran Deng Ignavier Ng Kun Zhang Biwei Huang Yi-An Ma Zhen Zhang 63 1 0 08 Oct 2024
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 191 3,803 0 12 Jul 2019
Sliced Score Matching: A Scalable Approach to Density and Score Estimation Yang Song Sahaj Garg Jiaxin Shi Stefano Ermon 78 409 0 17 May 2019
A Spectral Approach to Gradient Estimation for Implicit Distributions Jiaxin Shi Shengyang Sun Jun Zhu 51 90 0 07 Jun 2018
Measuring Sample Quality with Stein's Method Jackson Gorham Lester W. Mackey 96 224 0 09 Jun 2015
Learning Sets with Separating Kernels Ernesto De Vito Lorenzo Rosasco A. Toigo 66 52 0 16 Apr 2012
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 161 918 0 30 Jun 2011