Elliott Gordon-Rodríguez

According to our database, Elliott Gordon-Rodríguez authored at least 6 papers between 2020 and 2022.

Collaborative distances:

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

2022

On the Normalizing Constant of the Continuous Categorical Distribution.

Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Andres Potapczynski, John P. Cunningham

CoRR, 2022

Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome.

Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Learning sparse log-ratios for high-throughput sequencing data.

Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham

Bioinform., 2021

On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders.

Elliott Gordon-Rodríguez

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

The continuous categorical: a novel simplex-valued exponential family.

Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, John P. Cunningham

Proceedings of the 37th International Conference on Machine Learning, 2020

Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning.

Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Geoff Pleiss, John P. Cunningham

Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020