Search Results for author: Benjamin Goldstein

Found 2 papers, 2 papers with code

Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer

1 code implementation NeurIPS 2021 Zidi Xiu, Junya Chen, Ricardo Henao, Benjamin Goldstein, Lawrence Carin, Chenyang Tao

Dealing with severe class imbalance poses a major challenge for real-world applications, especially when the accurate classification and generalization of minority classes is of primary interest.

Inductive Bias Transfer Learning

Adversarial Time-to-Event Modeling

4 code implementations ICML 2018 Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Courtney Page, Benjamin Goldstein, Lawrence Carin, Ricardo Henao

Modern health data science applications leverage abundant molecular and electronic health data, providing opportunities for machine learning to build statistical models to support clinical practice.

Survival Analysis

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