Oktay Gunluk
6 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Academic Marathon (5) π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π
Conference Polyglot
(4)
π§
Keyword Pioneer
π
Keyword Champion
(5)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
column generation
(5)
integer programming
(4)
disjunctive normal form
(2)
feature selection
(1)
nonnegative matrix factorization
(1)
binary matrix factorization
(1)
low-rank approximation
(1)
mixed integer programming
(1)
hierarchical partitioning
(1)
multilabel classification
(1)
interpretable classification
(1)
generalized linear model
(1)
interpretable model
(1)
fairness constraint
(1)
boolean rule
(1)
rule ensemble
(1)
equalized odd
(1)
group testing
(1)
decision rule
(1)
conjunctive normal form
(1)
Papers
Cluster Explanation via Polyhedral Descriptions
ICML 2023
Interpretable and Fair Boolean Rule Sets via Column Generation
JMLR 2023
Binary Matrix Factorisation via Column Generation
AAAI 2021
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
NIPS 2020
Generalized Linear Rule Models
ICML 2019
Boolean Decision Rules via Column Generation
NIPS 2018