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Septimia Sârbu

6 papers hereh-index 326 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • first author2
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.IT4
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedLearning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds

2 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing cs.ITShow all

4 papers · 1 filter

cs.IT2021

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, n agents or sensors observe independent samples of an unknow…

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 n-dimensional Boolean functions, ∀n≥2 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 n≥2 and for all values of the error probability of the binary symmetr…

cs.IT2016

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 n-dimensional vector of independent and identically distribute…

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