- 4
- 3
- 2
- 2
- 2
- 1
- 1
Samir M. Perlaza
Samir M. Perlaza | INRIA | Permanent Member of the Scientific Staff
15
Documents
Presentation
Samir M. Perlaza is a permanent member of the scientific staff at INRIA, the French Institute for Research in Computer Science and Applied Mathematics; a visiting research collaborator in the Department of Electrical and Computer Engineering at Princeton University; and an associate researcher in the Mathematics Laboratory GAATI at the University of French Polynesia. He received the M.Sc. and Ph.D. degrees from École Nationale Supérieure des Télécommunications (Telecom ParisTech) in 2008 and 2011, respectively. From 2008 to 2011, he was also a research engineer at France Télécom - Orange Labs (Paris, France). He was a postdoctoral researcher in the Alcatel-Lucent Chair in Flexible Radio at Supélec in 2011 and at Princeton University in 2012 - 2013. Dr. Perlaza's research interests are in the areas of information theory, game theory, data sciences, and their applications in wireless networks, power systems, and artificial intelligence. Among his publications in these areas is the recent book ‘‘Advanced Data Analytics for Power Systems’’ (Cambridge University Press, 2021). Dr. Perlaza has served as an Editor of the IEEE Transactions in Communications and the IET Smart Grid Journal. Recognition of his work includes the Alban Fellowship and the Marie Sklodowska-Curie Fellowship, both from the European Commission.
Publications
- 15
- 15
- 15
- 6
- 3
- 3
- 15
|
The Worst-Case Data-Generating Probability Measure in Statistical LearningIEEE Journal on Selected Areas in Information Theory, 2024, 5, pp.175-189. ⟨10.1109/JSAIT.2024.3383281⟩
Journal articles
hal-04442591v2
|
|
An Information Theoretic Metric for Measurement Vulnerability to Data Integrity Attacks on Smart GridsIET Smart Grid, 2024, 7 (5), pp.583--592. ⟨10.1049/stg2.12163⟩
Journal articles
hal-03849768v1
|
|
Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-DivergencesProceedings of the IEEE International Symposium on Information Theory, IEEE, Jul 2024, Athens, Greece. pp.759-764, ⟨10.1109/ISIT57864.2024.10619260⟩
Conference papers
hal-04431558v2
|
|
Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite ConstellationsITW 2022 - IEEE Information Theory Workshop, Nov 2022, Mumbai, India. pp.55-60, ⟨10.1109/ITW54588.2022.9965880⟩
Conference papers
hal-03695522v1
|
|
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite ConstellationsISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland. pp.2106-2111, ⟨10.1109/ISIT50566.2022.9834694⟩
Conference papers
hal-03563756v1
|
|
Generalization Error of f -Divergence Stabilized Algorithms via Duality2025
Preprints, Working Papers, ...
hal-04969347v1
|
|
Proofs for Folklore Theorems on the Radon-Nikodym Derivative2025
Preprints, Working Papers, ...
hal-04969319v1
|
|
Variations on the Expectation due to Changes in the Probability Measure2025
Preprints, Working Papers, ...
hal-04969296v1
|
|
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization2024
Preprints, Working Papers, ...
hal-04719783v1
|
|
The Generalization Error of Machine Learning Algorithms2024
Preprints, Working Papers, ...
hal-04789606v1
|
|
Information-Energy Regions in the Finite Block-Length Regime with Finite Channel Inputs2022
Preprints, Working Papers, ...
hal-03848708v1
|
|
An Exact Characterization of the Generalization Error of Machine Learning AlgorithmsRR-9539, INRIA. 2024, pp.80
Reports
hal-04442566v3
|
|
Empirical Risk Minimization with Relative Entropy Regularization Type-IIRR-9508, INRIA, Centre Inria d'Université Côte d'Azur, Sophia Antipolis. 2023
Reports
hal-04110899v3
|
|
Empirical Risk Minimization with f-Divergence Regularization in Statistical LearningRR-9521, Inria. 2023
Reports
hal-04258765v3
|
|
Stealth Data Injection Attacks with Sparsity Constraints[Research Report] RR-9481, Institut National de Recherche en Informatique et en Automatique (INRIA). 2022
Reports
hal-03781671v2
|