Siddartha Devic
9 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) π Interdisciplinary Bridge
β‘
Prolific Year
(5)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
COLT (2)
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
ALT (1)
Top co-authors
Keywords
transductive learning
(2)
algorithmic fairness
(2)
empirical risk minimization
(2)
supervised learning
(1)
sample complexity
(1)
pac learning
(1)
multiclass classification
(1)
linear programming
(1)
variable elimination
(1)
structural risk minimization
(1)
multiclass learning
(1)
hypothesis class
(1)
uncertainty estimation
(1)
polynomial time algorithm
(1)
utility maximization
(1)
calibration error
(1)
individual fairness
(1)
factored mdp
(1)
linear value function
(1)
one-inclusion graph
(1)
Papers
An External Fairness Evaluation of LinkedIn Talent Search
AAAI 2026
Proper Learnability and the Role of Unlabeled Data
ALT 2025
When is Multicalibration Post-Processing Necessary?
NIPS 2024
Open Problem: Can Local Regularization Learn All Multiclass Problems?
COLT 2024
Regularization and Optimal Multiclass Learning
COLT 2024
Transductive Learning is Compact
NIPS 2024
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
ICML 2024
Fairness in Matching under Uncertainty
ICML 2023
Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions
AISTATS 2022