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Samir M. Perlaza
Researcher, INRIA
Joined
June 2022
Names
Samir M. Perlaza
(Preferred)
,
Samir Perlaza
Emails
****@inria.fr
(Confirmed)
,
****@princeton.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
INRIA
(inria.fr)
2012
–
Present
Postdoc
Princeton University
(princeton.edu)
2011
–
2012
PhD student
Télécom ParisTech
(telecom-paristech.fr)
2008
–
2011
MS student
Eurecom
(eurecom.fr)
2006
–
2008
Advisors, Relations & Conflicts
Postdoc Advisor
H. Vincent Poor
2011
–
2012
PhD Advisor
Merouane Abdelkader DEBBAH
2006
–
2011
Expertise
Game Theory
,
adversarial Learning
,
zero-sum games
,
equilibrium concepts
2011
–
Present
Information Theory
,
generalization
,
empirical risk minimization
2008
–
Present
Relative Entropy Regularization
,
f-divergences
2008
–
Present
self-configuring networks
2006
–
Present
Publications
Machine Unlearning for Gibbs Supervised Learning Algorithms
Yaiza Bermudez
,
Samir M. Perlaza
,
Inaki Esnaola
In Proceedings of the International Symposium on Information Theory (ISIT), 2026
Readers:
Everyone
Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms
Yaiza Bermudez
,
Samir M. Perlaza
,
Inaki Esnaola
In Proceedings of the International Symposium on Information Theory (ISIT), 2026
Readers:
Everyone
The Worst-Case Data-Generating Probability Measure in Statistical Learning
Xinying Zou
,
Samir M. Perlaza
,
Inaki Esnaola
,
Eitan Altman
,
H. Vincent Poor
IEEE Journal on Selected Areas in Information Theory - Topic: Information-Theoretic Methods for Trustworthy and Reliable Machine Learning
Readers:
Everyone
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization
Francisco Daunas
,
Inaki Esnaola
,
Samir M. Perlaza
,
H. Vincent Poor
IEEE Transactions on Information Theory
Readers:
Everyone
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure
Xinying Zou
,
Samir M. Perlaza
,
Inaki Esnaola
,
Eitan Altman
AAAI 2024
Readers:
Everyone
The Mask Game with Multiple Populations
Eitan Altman
,
Mandar Datar
,
Francesco De Pellegrini
,
Samir Perlaza
,
Daniel Sadoc Menasché
Published: 01 Jan 2022, Last Modified: 12 May 2023
Dyn. Games Appl. 2022
Readers:
Everyone
Fair Iterative Water-Filling Game for Multiple Access Channels
Majed Haddad
,
Piotr Wiecek
,
Oussama Habachi
,
Samir M. Perlaza
,
Shahid Mehraj Shah
Published: 01 Jan 2022, Last Modified: 12 May 2023
MSWiM 2022
Readers:
Everyone
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations
Sadaf ul Zuhra
,
Samir M. Perlaza
,
H. Vincent Poor
,
Eitan Altman
Published: 01 Jan 2022, Last Modified: 12 May 2023
ISIT 2022
Readers:
Everyone
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis
Samir M. Perlaza
,
Gaetan Bisson
,
Iñaki Esnaola
,
Alain Jean-Marie
,
Stefano Rini
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations
Sadaf ul Zuhra
,
Samir M. Perlaza
,
H. Vincent Poor
,
Eitan Altman
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
View all 123 publications
Co-Authors
Afef Feki
Alain Jean-Marie
Alex Dytso
Ali Tajer
Alvaro Valcarce Rial
Ana Galindo-Serrano
Animesh Yadav
Antonio De Domenico
Arsenia Chorti
Christophe J. Le Martret
Chungang Yang
Cristian Genes
Dadja Anade
Daniel Coca
Daniel Sadoc Menasché
David Kibloff
David López-Pérez
Dusit Niyato
Eitan Altman
Ekram Hossain
Elena Veronica Belmega
Emilio Calvanese Strinati
Francesco De Pellegrini
Francisco Daunas
François Mériaux
View all 90 co-authors