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ORCIDElliott Gordon-Rodríguez
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- affiliation: Columbia University, Department of Statistics, New York, NY, USA
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2020 – today
- 2022
[c4]Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham:
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome. NeurIPS 2022- [i4]Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Andres Potapczynski, John P. Cunningham:
On the Normalizing Constant of the Continuous Categorical Distribution. CoRR abs/2204.13290 (2022) - [i3]Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham:
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome. CoRR abs/2205.09906 (2022) - 2021
- [j1]Elliott Gordon-Rodríguez
, Thomas P. Quinn, John P. Cunningham:
Learning sparse log-ratios for high-throughput sequencing data. Bioinform. 38(1): 157-163 (2021) - [c3]Elliott Gordon-Rodríguez:
On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders. CVPR Workshops 2021: 1257-1262 - 2020
- [c2]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: 1-10 - [c1]Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, John P. Cunningham:
The continuous categorical: a novel simplex-valued exponential family. ICML 2020: 3637-3647 - [i2]Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, John P. Cunningham:
The continuous categorical: a novel simplex-valued exponential family. CoRR abs/2002.08563 (2020) - [i1]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 abs/2011.05231 (2020)
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