Seungil You
4 papers · 2017–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(11)
π
Keyword Champion
(2)
π
Trend Setter
Conferences
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
fairness metric
(2)
constrained optimization
(2)
submodular maximization
(1)
correlated equilibrium
(1)
submodular function
(1)
matroid constraint
(1)
two-player game
(1)
monotonic function
(1)
rate constraint
(1)
lagrange multiplier
(1)
non-monotone submodular maximization
(1)
diverse ensemble
(1)
block score
(1)
neural network
(1)
non-convex constraint
(1)
classifier generalization
(1)
data-dependent constraint
(1)
non-convex optimization
(1)
deep lattice network
(1)
ensemble learning
(1)
Papers
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints
ICML 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals
JMLR 2019
Constrained Interacting Submodular Groupings
ICML 2018
Deep Lattice Networks and Partial Monotonic Functions
NIPS 2017