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Goldstein, Benjamin
6 publications
MLHC
2025
Borrowing from the Future: Enhancing Early Risk Assessment Through Contrastive Learning
Minghui Sun
,
Matthew M. Engelhard
,
Benjamin Goldstein
CHIL
2025
Predicting Partially Observed Long-Term Outcomes with Adversarial Positive-Unlabeled Domain Adaptation
Mengying Yan
,
Meng Xia
,
Wei Angel Huang
,
Chuan Hong
,
Benjamin Goldstein
,
Matthew M. Engelhard
ICML
2024
Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources
Meng Xia
,
Jonathan Wilson
,
Benjamin Goldstein
,
Ricardo Henao
AAAI
2021
Extracting Learned Discard and Knocking Strategies from a Gin Rummy Bot
Benjamin Goldstein
,
Jean-Pierre Astudillo Guerra
,
Emily Haigh
,
Bryan Cruz Ulloa
,
Jeremy Blum
NeurIPS
2021
Supercharging Imbalanced Data Learning with Energy-Based Contrastive Representation Transfer
Junya Chen
,
Zidi Xiu
,
Benjamin Goldstein
,
Ricardo Henao
,
Lawrence Carin
,
Chenyang Tao
ICML
2018
Adversarial Time-to-Event Modeling
Paidamoyo Chapfuwa
,
Chenyang Tao
,
Chunyuan Li
,
Courtney Page
,
Benjamin Goldstein
,
Lawrence Carin Duke
,
Ricardo Henao