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Offline RL With Resource Constrained Online Deployment


Oct 07, 2021
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Frank Cheng, Young Hun Jung, Abhishek Gupta, Urun Dogan


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Representation Learning for Clustering via Building Consensus


May 04, 2021
Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Urun Dogan


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Consensus Clustering with Unsupervised Representation Learning


Oct 03, 2020
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Urun Dogan


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Zero Shot Domain Generalization


Aug 17, 2020
Udit Maniyar, Joseph K J, Aniket Anand Deshmukh, Urun Dogan, Vineeth N Balasubramanian

* Accepted to BMVC 2020 

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Self-Supervised Contextual Bandits in Computer Vision


Mar 18, 2020
Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles, Denis Charles, Eren Manavoglu, Urun Dogan


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Data Transformation Insights in Self-supervision with Clustering Tasks


Feb 18, 2020
Abhimanu Kumar, Aniket Anand Deshmukh, Urun Dogan, Denis Charles, Eren Manavoglu


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Head and Tail Localization of C. elegans


Jan 12, 2020
Mansi Ranjit Mane, Aniket Anand Deshmukh, Adam J. Iliff


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Label-similarity Curriculum Learning


Nov 15, 2019
Urun Dogan, Aniket Anand Deshmukh, Marcin Machura, Christian Igel


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PAC Reinforcement Learning without Real-World Feedback


Oct 25, 2019
Yuren Zhong, Aniket Anand Deshmukh, Clayton Scott


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