Benjamin Rhodes

According to our database, Benjamin Rhodes authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression.

Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann

Trans. Mach. Learn. Res., 2023

Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data.

Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann

J. Mach. Learn. Res., 2023

2022

Enhanced gradient-based MCMC in discrete spaces.

Benjamin Rhodes, Michael U. Gutmann

Trans. Mach. Learn. Res., 2022

Statistical applications of contrastive learning.

Michael U. Gutmann, Steven Kleinegesse, Benjamin Rhodes

CoRR, 2022

2020

Telescoping Density-Ratio Estimation.

Benjamin Rhodes, Kai Xu, Michael U. Gutmann

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Variational Noise-Contrastive Estimation.

Benjamin Rhodes, Michael U. Gutmann

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019