Abstract: Deep neural networks (DNN) has achieved great successes across multiple domains. In recent years, a number of approaches have emerged on automatically finding the optimal DNN configurations.

Learn how to compose two functions where one or both of those functions is/are quadratic. To compose two functions means to express one of the functions as a function of the other function. This is ...

Abstract: This paper characterizes the fundamental limits on overflow probability for variable-length codes with codeword cost using the smooth Rényi entropy approach. For general sources, we ...