Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Sarbu, Septimia"'
Autor:
Scaciota, Rafaela, Brante, Glauber, Souza, Richard, Lopez, Onel, Sarbu, Septimia, Bennis, Mehdi, Samarakoon, Sumudu
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, traditional communication protocols grapple with substantial challenges in
Externí odkaz:
http://arxiv.org/abs/2406.16624
Autor:
Sarbu, Septimia, Zaidi, Abdellatif
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 unknown parametric distribution; and each of them uses $k$ bits to describe
Externí odkaz:
http://arxiv.org/abs/2105.12019
In this paper we propose two novel bounds for the log-likelihood based on Kullback-Leibler and the R\'{e}nyi divergences, which can be used for variational inference and in particular for the training of Variational AutoEncoders. Our proposal is moti
Externí odkaz:
http://arxiv.org/abs/1807.01889
Autor:
Sarbu, Septimia
We prove the Courtade-Kumar conjecture, for certain classes of $n$-dimensional Boolean functions, $\forall n\geq 2$ and for all values of the error probability of the binary symmetric channel, $\forall 0 \leq p \leq \frac{1}{2}$. Let $\mathbf{X}=[X_1
Externí odkaz:
http://arxiv.org/abs/1702.03953
Autor:
Sarbu, Septimia
We prove the Courtade-Kumar conjecture, for several classes of n-dimensional Boolean functions, for all $n \geq 2$ and for all values of the error probability of the binary symmetric channel, $0 \leq p \leq 1/2$. This conjecture states that the mutua
Externí odkaz:
http://arxiv.org/abs/1701.05014
Autor:
Sarbu, Septimia
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 distributed inputs to a memoryless binary symmetric channel and the correspondin
Externí odkaz:
http://arxiv.org/abs/1604.05113
Autor:
Sadot, Avital1, Sarbu, Septimia2, Kesseli, Juha2, Amir-Kroll, Hila3, Zhang, Wei4, Nykter, Matti2,5 matti.nykter@tut.fi, Shmulevich, Ilya1 ilya.shmulevich@systemsbiology.org
Publikováno v:
PLoS ONE. Mar2013, Vol. 8 Issue 3, p1-11. 11p.
Information Theoretic Analysis of the Structure-Dynamics Relationships in Complex Biological Systems
Autor:
Sarbu, Septimia
Complex systems and networks is an emerging scientific field, with applications in every area of human enquiry, for which a solid theoretical, computational and experimental foundation is lacking. As our technological capability of generating and g
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______4853::b33e9834679ce52d8b394685f3ad3182
Autor:
Sarbu, Septimia
Publikováno v:
2016 IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP); 2016, p4408-4412, 5p
Publikováno v:
2015 23rd European Signal Processing Conference (EUSIPCO); 2015, p160-164, 5p