Berk Ustun
18 papers
· 2019–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(5)
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Academic Marathon
(6)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(15)
π
Grand Slam
π
Century Club
(18)
π₯
Unstoppable
(7)
β‘
Prolific Year
(6)
Conferences
ICLR (6)
ICML (6)
NIPS (3)
AAAI (2)
JMLR (1)
Top co-authors
Keywords
group fairness
(3)
predictive multiplicity
(2)
group attribute
(2)
clinical prediction
(2)
integer programming
(2)
supervised learning
(1)
constrained optimization
(1)
machine learning fairness
(1)
empirical risk minimization
(1)
hypothesis testing
(1)
mixed integer programming
(1)
linear classification
(1)
minimax bounds
(1)
sparse model
(1)
cutting plane
(1)
risk assessment
(1)
classification model
(1)
fair machine learning
(1)
hypothesis test
(1)
risk score
(1)
Papers
Learning under Temporal Label Noise
ICLR 2025
Concept Bottleneck Large Language Models
ICLR 2025
Regretful Decisions under Label Noise
ICLR 2025
Selective Preference Aggregation
ICML 2025
Learning Optimal Predictive Checklists
NIPS 2021
Learning Optimized Risk Scores
JMLR 2019