Featurized Density Ratio Estimation

Featurized Density Ratio Estimation

5 July 2021

Papers citing "Featurized Density Ratio Estimation"

18 / 18 papers shown

Title
Dequantified Diffusion-Schr{ö}dinger Bridge for Density Ratio Estimation Wei Chen Shigui Li Jiacheng Li Junmei Yang John Paisley Delu Zeng DiffM OT 66 0 0 08 May 2025
Binary Losses for Density Ratio Estimation Werner Zellinger 53 0 0 28 Jan 2025
Your copula is a classifier in disguise: classification-based copula density estimation David Huk Mark Steel Ritabrata Dutta 35 0 0 05 Nov 2024
General Frameworks for Conditional Two-Sample Testing Seongchan Lee Suman Cha Ilmun Kim 33 0 0 22 Oct 2024
A density ratio framework for evaluating the utility of synthetic data Thom Benjamin Volker Peter-Paul de Wolf E. V. Kesteren 16 0 0 23 Aug 2024
Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds Masanari Kimura H. Bondell 25 4 0 27 Jun 2024
Incentives in Private Collaborative Machine Learning Rachael Hwee Ling Sim Yehong Zhang Nghia Hoang Xinyi Xu K. H. Low P. Jaillet 38 4 0 02 Apr 2024
A Short Survey on Importance Weighting for Machine Learning Masanari Kimura H. Hino 36 5 0 15 Mar 2024
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Lukas Gruber Markus Holzleitner Johannes Lehner Sepp Hochreiter Werner Zellinger 51 1 0 21 Feb 2024
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 40 4 0 19 May 2023
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression Akash Srivastava Seung-Jun Han Kai Xu Benjamin Rhodes Michael U. Gutmann 36 11 0 01 May 2023
Density Ratio Estimation and Neyman Pearson Classification with Missing Data Josh Givens Song Liu Henry W. J. Reeve 20 2 0 21 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 35 170 0 06 Feb 2023
Approximate Data Deletion in Generative Models Zhifeng Kong Scott Alfeld MU 14 4 0 29 Jun 2022
Off-Policy Evaluation in Embedded Spaces Jaron J. R. Lee David Arbour Georgios Theocharous OffRL 22 3 0 05 Mar 2022
Unified Perspective on Probability Divergence via Maximum Likelihood Density Ratio Estimation: Bridging KL-Divergence and Integral Probability Metrics Masahiro Kato Masaaki Imaizumi Kentaro Minami 34 0 0 31 Jan 2022
A Unified Framework for Multi-distribution Density Ratio Estimation Lantao Yu Yujia Jin Stefano Ermon 11 4 0 07 Dec 2021
Density Ratio Estimation via Infinitesimal Classification Kristy Choi Chenlin Meng Yang Song Stefano Ermon 14 38 0 22 Nov 2021