Dogan, Ürün

11 publications

MLOSS 2024 Pearl: A Production-Ready Reinforcement Learning Agent Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Urun Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu

ICMLW 2023 IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control Yingchen Xu, Rohan Chitnis, Bobak T Hashemi, Lucas Lehnert, Urun Dogan, Zheqing Zhu, Olivier Delalleau

MLJ 2022 Representation Learning for Clustering via Building Consensus Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Ürün Dogan

JMLR 2021 Domain Generalization by Marginal Transfer Learning Gilles Blanchard, Aniket Anand Deshmukh, Urun Dogan, Gyemin Lee, Clayton Scott

ECCV 2020 Label-Similarity Curriculum Learning Ürün Dogan, Aniket Anand Deshmukh, Marcin Bronislaw Machura, Christian Igel

NeurIPS 2017 Multi-Task Learning for Contextual Bandits Aniket Anand Deshmukh, Urun Dogan, Clay Scott

JMLR 2016 A Unified View on Multi-Class Support Vector Classification Ürün Doğan, Tobias Glasmachers, Christian Igel

ACML 2016 Localized Multiple Kernel Learning—A Convex Approach Yunwen Lei, Alexander Binder, Urun Dogan, Marius Kloft

NeurIPS 2015 Multi-Class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms Yunwen Lei, Urun Dogan, Alexander Binder, Marius Kloft

ACML 2013 Accelerated Coordinate Descent with Adaptive Coordinate Frequencies Tobias Glasmachers, Urun Dogan

ECML-PKDD 2012 A Note on Extending Generalization Bounds for Binary Large-Margin Classifiers to Multiple Classes Ürün Dogan, Tobias Glasmachers, Christian Igel