Elliott Gordon-Rodríguez

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 9

Top Topics

Variational Methods

Mutual Information

Multimodal Image Registration

Exponential Family

Top Venues

Publications

Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome. NeurIPS (2022)
Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Andres Potapczynski, John P. Cunningham
On the Normalizing Constant of the Continuous Categorical Distribution. CoRR (2022)
Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome. CoRR (2022)
Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham
Learning sparse log-ratios for high-throughput sequencing data. Bioinform. 38 (1) (2021)
Elliott Gordon-Rodríguez
On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders. CVPR Workshops (2021)
Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Geoff Pleiss, John P. Cunningham
Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning. CoRR (2020)
Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, John P. Cunningham
The continuous categorical: a novel simplex-valued exponential family. CoRR (2020)
Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Geoff Pleiss, John P. Cunningham
Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning. ICBINB@NeurIPS (2020)
Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, John P. Cunningham
The continuous categorical: a novel simplex-valued exponential family. ICML (2020)