3 papers
cs.LG2018
Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds
Septimia Sârbu, Riccardo Volpi, Alexandra Peşte +1
In this paper we propose two novel bounds for the log-likelihood based on Kullback-Leibler and the Rényi divergences, which can be used for variational inference and in particular…
cs.IT2017
On the Courtade-Kumar conjecture for certain classes of Boolean functions
Septimia Sarbu
We prove the Courtade-Kumar conjecture, for certain classes of -dimensional Boolean functions, and for all values of the error probability of the binary symmet…
cs.IT2017
The maximum mutual information between the output of a discrete symmetric channel and several classes of Boolean functions of its input
Septimia Sarbu
We prove the Courtade-Kumar conjecture, for several classes of n-dimensional Boolean functions, for all and for all values of the error probability of the binary symmetr…