2 citations · 2 across the 5 of their papers we have counts for
6 papers
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting
Rafaela Scaciota, Glauber Brante, Richard Souza +4
The evolving landscape of the Internet of Things (IoT) has given rise to a pressing need for an efficient communication scheme. As the IoT user ecosystem continues to expand, tradi…
On learning parametric distributions from quantized samples
Septimia Sarbu, Abdellatif Zaidi
We consider the problem of learning parametric distributions from their quantized samples in a network. Specifically, agents or sensors observe independent samples of an unknow…
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…
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…
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…
The maximum mutual information between the output of a binary symmetric channel and a Boolean function of its input
Septimia Sarbu
We prove the Courtade-Kumar conjecture, which states that the mutual information between any Boolean function of an -dimensional vector of independent and identically distribute…