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NodeDrop: A Condition for Reducing Network Size without Effect on Output


Jun 12, 2019
Louis Jensen, Jacob Harer, Sang Chin


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Sparse Coding and Autoencoders


Oct 20, 2017
Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Tejaswini Ganapathy, Ashish Arora, Sang Chin, Trac D. Tran

* In this new version of the paper with a small change in the distributional assumptions we are actually able to prove the asymptotic criticality of a neighbourhood of the ground truth dictionary for even just the standard squared loss of the ReLU autoencoder (unlike the regularized loss in the older version) 

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Topological and Statistical Behavior Classifiers for Tracking Applications


Jun 01, 2014
Paul Bendich, Sang Chin, Jesse Clarke, Jonathan deSena, John Harer, Elizabeth Munch, Andrew Newman, David Porter, David Rouse, Nate Strawn, Adam Watkins


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