Distributed optimization of multi-class SVMs von Alber, Maximilian, Zimmert, Julian, Dogan, Urun, Kloft, Marius

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Extensions of stability selection using subsamples of observations and covariates von Beinrucker, Andre, Dogan, Ürün, Blanchard, Gilles

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

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Representation learning for clustering via building consensus von Deshmukh, Aniket Anand, Regatti, Jayanth Reddy, Manavoglu, Eren, Dogan, Urun

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Data-Dependent Generalization Bounds for Multi-Class Classification von Lei, Yunwen, Dogan, Urun, Zhou, Ding-Xuan, Kloft, Marius

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Early stopping for mutual information based feature selection von Beinrucker, A., Dogan, U., Blanchard, G.

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

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Representation Learning for Clustering via Building Consensus von Deshmukh, Aniket Anand, Regatti, Jayanth Reddy, Manavoglu, Eren, Dogan, Urun

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Consensus Clustering With Unsupervised Representation Learning von Regatti, Jayanth Reddy, Deshmukh, Aniket Anand, Manavoglu, Eren, Dogan, Urun

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Offline RL With Resource Constrained Online Deployment von Regatti, Jayanth Reddy, Deshmukh, Aniket Anand, Cheng, Frank, Jung, Young Hun, Gupta, Abhishek, Dogan, Urun

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Label-similarity Curriculum Learning von Dogan, Urun, Deshmukh, Aniket Anand, Machura, Marcin, Igel, Christian

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

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

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Multi-Task Learning for Contextual Bandits von Deshmukh, Aniket Anand, Dogan, Urun, Scott, Clayton

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Zero Shot Domain Generalization von Maniyar, Udit, J, Joseph K, Deshmukh, Aniket Anand, Dogan, Urun, Balasubramanian, Vineeth N

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Self-Supervised Contextual Bandits in Computer Vision von Deshmukh, Aniket Anand, Kumar, Abhimanu, Boyles, Levi, Charles, Denis, Manavoglu, Eren, Dogan, Urun

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Data Transformation Insights in Self-supervision with Clustering Tasks von Kumar, Abhimanu, Deshmukh, Aniket Anand, Dogan, Urun, Charles, Denis, Manavoglu, Eren

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Representation Learning for Clustering via Building Consensus von Aniket Anand Deshmukh, Jayanth Reddy Regatti, Manavoglu, Eren, Dogan, Urun

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

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A Generalization Error Bound for Multi-class Domain Generalization von Deshmukh, Aniket Anand, Lei, Yunwen, Sharma, Srinagesh, Dogan, Urun, Cutler, James W, Scott, Clayton

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