Urun Dogan
8 papers · 2013–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19)
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
transfer learning
(2)
multi-class classification
(2)
reinforcement learning
(2)
support vector machine
(2)
convex optimization
(1)
fenchel duality
(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)
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
NeurIPS 2017
A Unified View on Multi-class Support Vector Classification
JMLR 2016
Localized Multiple Kernel Learning—A Convex Approach
ACML 2016
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms
NeurIPS 2015
Accelerated Coordinate Descent with Adaptive Coordinate Frequencies
ACML 2013