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Block CUR: Decomposing Matrices using Groups of Columns

Jul 09, 2018
Urvashi Oswal, Swayambhoo Jain, Kevin S. Xu, Brian Eriksson

* shorter version to appear in ECML-PKDD 2018 

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Wide Compression: Tensor Ring Nets

Feb 25, 2018
Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal

* Accepted to CVPR 2018 

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Deep Unsupervised Clustering Using Mixture of Autoencoders

Dec 26, 2017
Dejiao Zhang, Yifan Sun, Brian Eriksson, Laura Balzano

* 8 pages, 7 figures 

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A Compressed Sensing Based Decomposition of Electrodermal Activity Signals

Jan 26, 2017
Swayambhoo Jain, Urvashi Oswal, Kevin S. Xu, Brian Eriksson, Jarvis Haupt

* To appear in IEEE Transactions on Biomedical Engineering 

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Matroid Bandits: Fast Combinatorial Optimization with Learning

Jun 16, 2014
Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi, Brian Eriksson


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Learning Latent Variable Gaussian Graphical Models

Jun 10, 2014
Zhaoshi Meng, Brian Eriksson, Alfred O. Hero III

* To appear in The 31st International Conference on Machine Learning (ICML 2014) 

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Hierarchical Clustering using Randomly Selected Similarities

Jul 19, 2012
Brian Eriksson


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High-Rank Matrix Completion and Subspace Clustering with Missing Data

Dec 27, 2011
Brian Eriksson, Laura Balzano, Robert Nowak


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Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities

Feb 18, 2011
Brian Eriksson, Gautam Dasarathy, Aarti Singh, Robert Nowak


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