Hyungrok Do
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
algorithmic fairness
(2)
survival analysis
(2)
domain generalization
(1)
binary classification
(1)
self-supervised learning
(1)
label smoothing
(1)
clinical prediction
(1)
empirical risk minimization
(1)
statistical independence
(1)
mutual information
(1)
generalized linear model
(1)
sample selection
(1)
out-of-distribution detection
(1)
electronic health record
(1)
temperature scaling
(1)
demographic parity
(1)
joint distribution
(1)
risk prediction
(1)
shared encoder
(1)
auxiliary learning
(1)
Papers
CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning
ICCV 2025
Learning Representation for Multitask Learning through Self-Supervised Auxiliary Learning
ECCV 2024
Domain Generalization via Heckman-type Selection Models
ICLR 2023
Fair Survival Time Prediction via Mutual Information Minimization
MLHC 2023
Fair Generalized Linear Models with a Convex Penalty
ICML 2022
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions
MLHC 2021