Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sang Chin

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

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

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions