2 papers
cs.LG2019
Almost Uniform Sampling From Neural Networks
Changlong Wu, Narayana Prasad Santhanam
Given a length sample from and a neural network with a fixed architecture with weights, neurons, linear threshold activation functions, and binary output…
cs.IT2018
Redundancy of unbounded memory Markov classes with continuity conditions
Changlong Wu, Maryam Hosseini, Narayana Santhanam
We study the redundancy of universally compressing strings generated by a binary Markov source without any bound on the memory. To better understand the connec…