Urun Dogan
8 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Academic Marathon (11) π Cross-Pollinator (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
π±
Topic Pioneer
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Trend Setter
Conferences
JMLR (3)
ACML (2)
NIPS (2)
ECCV (1)
Top co-authors
Research topics
Keywords
support vector machine
(2)
reinforcement learning
(2)
multi-class classification
(2)
transfer learning
(2)
convex optimization
(1)
policy learning
(1)
reproducing kernel hilbert space
(1)
coordinate descent
(1)
multiple kernel learning
(1)
machine learning
(1)
cluster structure
(1)
partial observability
(1)
quadratic programming
(1)
generalization error bound
(1)
generalization bound
(1)
upper confidence bound
(1)
regret bound
(1)
contextual bandit
(1)
marginal distribution
(1)
adaptive optimization
(1)
Papers
Pearl: A Production-Ready Reinforcement Learning Agent
JMLR 2024
Domain Generalization by Marginal Transfer Learning
JMLR 2021
Label-similarity Curriculum Learning
ECCV 2020
Multi-Task Learning for Contextual Bandits
NIPS 2017
Localized Multiple Kernel LearningβA Convex Approach
ACML 2016
A Unified View on Multi-class Support Vector Classification
JMLR 2016
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms
NIPS 2015
Accelerated Coordinate Descent with Adaptive Coordinate Frequencies
ACML 2013