Benjamin Rhodes

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Top Venues

Trans. Mach. Learn. Res.

J. Mach. Learn. Res.

Publications

Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression. CoRR (2023)
Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann
Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data. J. Mach. Learn. Res. 24 (2023)
Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression. Trans. Mach. Learn. Res. 2023 (2023)
Michael U. Gutmann, Steven Kleinegesse, Benjamin Rhodes
Statistical applications of contrastive learning. CoRR (2022)
Benjamin Rhodes, Michael U. Gutmann
Enhanced gradient-based MCMC in discrete spaces. CoRR (2022)
Benjamin Rhodes, Michael U. Gutmann
Enhanced gradient-based MCMC in discrete spaces. Trans. Mach. Learn. Res. 2022 (2022)
Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann
Variational Gibbs inference for statistical model estimation from incomplete data. CoRR (2021)
Benjamin Rhodes, Kai Xu, Michael U. Gutmann
Telescoping Density-Ratio Estimation. NeurIPS (2020)
Benjamin Rhodes, Kai Xu, Michael U. Gutmann
Telescoping Density-Ratio Estimation. CoRR (2020)
Benjamin Rhodes, Michael U. Gutmann
Variational Noise-Contrastive Estimation. AISTATS (2019)
Benjamin Rhodes, Michael U. Gutmann
Variational Noise-Contrastive Estimation. CoRR (2018)