Samir M. Perlaza | INRIA | Publications in Conferences

The same paper might appear in different topics.

Statistics and Statistical Learning Theory

‘‘Machine Unlearning for Gibbs Supervised Learning Algorithms’’, with Yaiza Bermudez and Iñaki Esnaola.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.

‘‘Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms’’, with Yaiza Bermudez and Iñaki Esnaola.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.

‘‘Equivalence of Optimal Transport Problems to Regularization on the Family of f-Divergences’’, with Maxime Nicaise and Yaiza Bermudez.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.

‘‘A Dual Optimization View to Empirical Risk Minimization with f-Divergence Regularization’’, with Francisco Daunas, and Iñaki Esnaola
In Proc. of the IEEE Information Theory Workshop (ITW), Sydney, Australia, Oct., 2025.

‘‘Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences’’, with Francisco Daunas, Iñaki Esnaola, and H. Vincent Poor.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Athens, Greece, Jun., 2024.

‘‘Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure’’, with Xinying Zou, Iñaki Esnaola, and Eitan Altman.
In Proc. of the AAAI Conference on Artificial Intelligence, Vancouver, Canada, Feb., 2024.

‘‘On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation’’, with Iñaki Esnaola, Gaetan Bisson, and H. Vincent Poor.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, Jun., 2023. See video

‘‘Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization’’, with Francisco Daunas, Iñaki Esnaola, and H. Vincent Poor.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, Jun., 2023. See video

‘‘Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis’’, with Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini.
In Proc. IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, Jul., 2022.

‘‘Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors’’, with Dadja Anade, Jean-Marie Gorce, and Philippe Mary.
In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, Jul., 2021.

Information Transmission (Feedback)

‘‘VLSF Decoding with Reliability Guarantees over Correlated Noncoherent Fading Channels’’, with Guodong Sun, Philippe Mary, and Jean-Marie Gorce.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.

‘‘Sparse VLSF Codes Optimization for Short-Packet Transmission via Saddlepoint Methods’’, with Guodong Sun, Philippe Mary, and Jean-Marie Gorce.
In Proc. of the IEEE International Conference on Communications (ICC), Glasgow, United Kingdom, May, 2026.

‘‘Region d’η-Équilibre de Nash du Canal Linéaire Déterministe à Interférences avec Rétroalimentation Dégradée’’, with Victor Quintero, Samir M. Perlaza, and Jean-Marie Gorce.
In Proc. Colloque GRETSI, Juan-les-Pins, France, Sep., 2017.

‘‘Nash Region of the Linear Deterministic Interference Channel with Noisy Output Feedback’’, with Victor Quintero, Samir M. Perlaza, Jean-Marie Gorce, and H. Vincent Poor.
In Proc. IEEE Intl. Symposium on Information Theory (ISIT), Aachen, Germany, Jun., 2017.

‘‘On the Efficiency of Nash Equilibria in the Interference Channel with Noisy Feedback’’, with Victor Quintero, Samir M. Perlaza, and Jean-Marie Gorce.
In Proc. European Wireless Conference. Workshop COCOA – COmpetitive and COoperative Approaches for 5G networks, Dresden, Germany, May., 2017.

‘‘Approximate Capacity of the Gaussian Interference Channel with Noisy Channel-Output Feedback’’, with Victor Quintero, Samir M. Perlaza, Iñaki Esnaola, and Jean-Marie Gorce.
In Proc. IEEE Information Theory Workshop (ITW), Cambridge, UK, Sep., 2016.

‘‘Feedback Enhances Simultaneous Information and Energy Transmission in Multiple Access Channels’’, with Selma Belhadj Amor, Samir M. Perlaza, I. Krikidis and H. Vincent Poor.
In Proc. IEEE Intl. Symposium on Information Theory (ISIT), Barcelona, Spain, Jul., 2016.

‘‘When Does Channel-Output Feedback Increase the Capacity Region of the Two-User Linear Deterministic Interference Channel?’’, with Victor Quintero, Samir M. Perlaza, Iñaki Esnaola, and Jean-Marie Gorce.
In Proc. 11th EIA International Conference on Cognitive Radio Oriented Wireless Networks (CROWNCOM), Grenoble, France, May, 2016.

‘‘Noisy Channel-Output Feedback Capacity of the Linear Deterministic Interference Channel’’, with Victor Quintero, Samir M. Perlaza, and Jean-Marie Gorce.
In Proc. IEEE Information Theory Workshop (ITW), Jeju, Korea, Oct., 2015

‘‘Capacité du Canal Linéaire Déterministe à Interférences avec Voies de Retour Bruitées’’, with Victor Quintero, Samir M. Perlaza, and Jean-Marie Gorce.
In Proc. Colloque GRETSI, Lyon, France, Sep., 2015.

‘‘Decentralized Interference Channels with Noisy Feedback Possess Pareto Optimal Nash Equilibria’’, with Ravi Tandon, and H. Vincent Poor.
in Proc. 6th International Symposium on Communications, Control, and Signal Processing (ISCCSP), Athens, Greece, May 2014. (Invited Paper)

‘‘Symmetric Decentralized Interference Channels with Noisy Feedback’’, with Ravi Tandon, and H. Vincent Poor.
in Proc. IEEE Intl. Symposium on Information Theory (ISIT), Honolulu, HI, USA, Jul., 2014.

‘‘The Nash Equilibrium Region of the Linear Deterministic Interference Channel with Feedback’’, with Ravi Tandon, H. Vincent Poor, and Zhu Han.
In Proc. 50th Allerton Conference on Communication, Control, and Computing (Allerton-2012), Monticello, IL, October, 2012.

‘‘Modeling Noisy Feedback in Decentralized Self-Configuring Networks’’, with Merouane Debbah.
In Proc. 45th Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), Pacific Grove, USA. Nov., 2011.

Information Transmission (Shannon Theory)

‘‘On the saddlepoint approximation of the dependence testing bound in memoryless channels’’, with Dadja Anade, Jean-Marie Gorce, and Philippe Mary.
In Proc. IEEE International Conference on Communications (ICC), virtual conference, Jun., 2020.

‘‘Embedding Covert Information in a Given Broadcast Code’’, with David Kibloff and Ligong Wang.
In Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, Jul., 2019

‘‘Optimal Inputs for Some Classes of Degraded Wiretap Channels’’, with Alex Dytso, Malcolm Egan, Samir M. Perlaza, Jean-Marie Gorce, H. Vincent Poor and Shlomo (Shitz) Shamai
In Proc. IEEE Information Theory Workshop (ITW), Guangzhou, China, Nov., 2018.

‘‘Capacity Approximation of Continuous Channels by Discrete Inputs’’, with Malcolm Egan.
In Proc. 52th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, Mar., 2018. (Invited Paper)

‘‘Capacity Sensitivity in Additive Non-Gaussian Noise Channels’’, with Malcolm Egan, Samir M. Perlaza, Vyacheslav Kungurtsev.
In Proc. IEEE Intl. Symposium on Information Theory (ISIT), Aachen, Germany, Jun., 2017.

‘‘On the Duality Between State-Dependent Channels and Wiretap Channels’’, with David Kibloff, Samir M. Perlaza , Guillaume Villemaud and Leonardo S. Cardoso
In Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, DC, USA, December, 2016

‘‘Decentralized K-user Gaussian multiple access channels’’, with Selma Belhadj Amor.
In Proc. the International conference on NETwork Games, Control and OPtimization (NETGCOOP 2016), Avignon, France, Nov. 2016.

Information Transmission (Covertness, Secrecy, and Privacy)

‘‘Embedding Covert Information in a Given Broadcast Code’’, with David Kibloff and Ligong Wang.
In Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, Jul., 2019

‘‘On the Duality Between State-Dependent Channels and Wiretap Channels’’, with David Kibloff, Samir M. Perlaza , Guillaume Villemaud and Leonardo S. Cardoso
In Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, DC, USA, December, 2016

‘‘On the Impact of Network-State Knowledge on the Feasibility of Secrecy’’, with Arsenia Chorti, H. Vincent Poor, and Zhu Han.
In Proc. IEEE Intl. Symposium on Information Theory (ISIT), Istanbul, Turkey, Jul., 2013.

‘‘On the Tradeoffs Between Network State Knowledge and Secrecy’’, with Arsenia Chorti, H. Vincent Poor, and Zhu Han.
In Proc. IEEE Global Wireless Summit (GWS), Atlantic City, NJ, Jun., 2013.

‘‘Physical Layer Security in Wireless Networks with Passive and Active Eavesdroppers’’, with Arsenia Chorti, Samir M. Perlaza, H. Vincent Poor, and Zhu Han.
In Proc. IEEE Global Communications Conference (GLOBECOM), Anaheim, CA, Dec., 2012.

Information Transmission (Resource Allocation)

‘‘Fair Iterative Water-Filling Game for Multiple Access Channels’’, with Majed Haddad, Piotr Wiecek, Oussama Habachi, and Shahid M. Shah.
In Proc. International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada, Oct. 2022

‘‘Approximate Nash Region of the Gaussian Interference Channel with Noisy Output Feedback’’, with Victor Quintero, Samir M. Perlaza, Jean-Marie Gorce, and H. Vincent Poor.
IEEE Information Theory Workshop (ITW), Guangzhou, China, Nov., 2018.

‘‘Generalized Satisfaction Equilibrium: A Model for Service-Level Provisioning in Networks’’, with Mathew Goonewardena, Samir M. Perlaza, Animesh Yadav, Wessam Ajib.
In Proc. European Wireless Conference (EW 2016), Oulu, Finland, May 2016.

‘‘Learning Efficient Satisfaction via Trial and Error’’, with H. Vincent Poor, and Zhu Han.
In Proc. 46th Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), Pacific Grove, USA. Nov., 2012. (Invited Paper)

‘‘On the Decentralized Management of Scrambling Codes in Small Cell Networks’’, with Zhu Han, H. Vincent Poor, and Dusit Niyato.
In Proc. 13th IEEE International Conference on Communication Systems (ICCS), Singapore, Singapore, Nov., 2012. (Invited Paper)

‘‘Achieving Pareto Optimal Equilibria in Energy Efficient Clustered Ad Hoc Networks’’, with Luca Rose, Samir M. Perlaza, Christophe Le Martret, and Merouane Debbah.
In Proc. IEEE Intl. Conference on Communications (ICC), Budapest, Hungary, Jun., 2013.

‘‘Learning Coarse Correlated Equilibrium in Two-Tier Wireless Networks’’, with Mehdi Bennis, Samir M. Perlaza, and Merouane Debbah.
In Proc. IEEE Intl. Conference on Communications (ICC), Ottawa, Canada, Jun. 2012.

‘‘Achievability of Efficient Satisfaction Equilibrium in Self-Configuring Networks’’, with Francois Merriaux, Samir M. Perlaza, Samson Lasaulce, and Zhu Han, and H. Vincent Poor.
In Proc. 3rd International Conference on Game Theory for Networks (GAMECOMM), Vancouver, Canada, May, 2012. (Invited Paper)

‘‘Distributed Power Allocation with SINR Constraints Using Trial and Error Learning’’, with Luca Rose, Samir M. Perlaza, Merouane Debbah, and Christophe Le Martret.
In Proc. IEEE Wireless Communications and Networking Conference (WCNC), Paris, France, Apr., 2012.

‘‘A Mean Field Game Analysis of Electric Vehicles in the Smart Grid’’, with Romain Couillet, Samir M. Perlaza, Hamidou Tembine, and Merouane Debbah.
in Proc. 1st IEEE INFOCOM Workshop on Green Networking and Smart Grids, Orlando, Florida, USA. Mar., 2012

‘‘On the Nash equilibria in Decentralized Parallel Interference Channels’’, with Luca Rose, Samir M. Perlaza, and Merouane Debbah.
In Proc. IEEE ICC Workshop on Game Theory and Resource Allocation for 4G, Kioto, Japan, Jun., 2011.
‘‘Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks’’, with Mehdi Bennis.
In Proc. IEEE International Conference on Communications (ICC), Kioto, Japan, June, 2011.

‘‘Learning to Use the Spectrum in Self-Configuring Heterogeneous Networks: A Logit Equilibrium Approach’’, with Samson Lasaulce, Hamidou Tembine, and Merouane Debbah.
In Proc. 4th International ICST Workshop on Game Theory in Communication Networks (GAMECOMM), Paris, France, May, 2011.

‘‘Satisfaction Equilibrium: A General Framework for QoS Provisioning in Self-Configuring Networks’’, with Hamidou Tembine, Samson Lasaulce, and Merouane Debbah.
In Proc. IEEE Global Communications Conference (GLOBECOM), Miami, USA, Dec., 2010.

‘‘On the Fictitious Play and Channel Selection Problems’’, with Hamidou Tembine, Samson Lasaulce, and Victor Quintero-Florez.
In Proc. Latin-American Conference on Communications (LATINCOM), Bogotá, Colombia, Sep., 2010.

‘‘How can Ignorant but Patient Cognitive Terminals Learn Their Strategy and Utility?’’, with Hamidou Tembine, and Samson Lasaulce.
In Proc. IEEE Intl. Workshop on Signal Processing Advances for Wireless Communications (SPAWC), Marrakesh, Morroco, Jun., 2010.

‘‘On the Base Station Selection and Base Station Sharing in Self-Configuring Networks’’, with Veronica Belmega, Samson Lasaulce, and Merouane Debbah.
In Proc. International Conference on Performance Evaluation Methodologies and Tools, Pisa, italy, Oct., 2009. (invited paper).
‘‘On the Benefits of Bandwidth Limiting in Decentralized Vector Multiple Access Channels’’, with Merouane Debbah, Samson Lasaulce, and Hanna Bogucka.
in Proc. IEEE Intl. Conf. on Cognitive Radio Oriented Wireless Networks and Communications(CROWNCOM), Hannover, Germany, Jun., 2009. (Best Student Paper Award)

‘‘Opportunistic interference alignment in MIMO interference channels’’, with Merouane Debbah, Samson Lasaulce, and Jean-Marie Chaufray.
In Proc. IEEE Intl. Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Cannes, France, Sep., 2008. (Invited Paper)

‘‘A Game Theoretic Framework for Decentralized Power Allocation in IDMA Systems’’, with Laura Cottatellucci, and Merouane Debbah.
In Proc. IEEE Intl. Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Cannes, France, Sep., 2008.

Simultaneous Information and Energy Transmission

‘‘Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite Constellations’’, with Sadaf ul Zuhra, H. Vincent Poor, and Mikael Skoglund.
In Proc. IEEE Information Theory Workshop (ITW), Mumbai, India, Nov., 2022. (Invited Paper)

‘‘Achievable Information-Energy Region in the Finite Block-Length Regime With Finite Constellations’’, with Sadaf ul Zuhra, H. Vincent Poor, and Eitan Altman.
In Proc. IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, Jul., 2022.

‘‘Simultaneous Information and Energy Transmission with Finite Constellations’’, with Sadaf ul Zuhra, and Eitan Altman.
In Proc. IEEE Information Theory Workshop (ITW), Kanazawa, Japan, Oct., 2021.

‘‘On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems’’, with Nizar Khalfet, Ali Tajer, and H. Vincent Poor.
In Proc. 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Cannes, France, Jul., 2019. (Invited Paper)

‘‘On the Maximum Energy Transmission Rate in Ultra-Reliable and Low Latency SIET’’, with Nizar Khalfet.
In Proc. Third International Balkan Conference on Communications and Networking, Skopje, North Macedonia, Jun., 2019. (Invited Paper)

‘‘Simultaneous Information and Energy Transmission in Gaussian Interference Channels’’, with Nizar Khalfet.
In Proc. of the 2018 International Zurich Seminar on Information and Communications, Zurich, Switzerland, Feb., 2018.

‘‘Simultaneous Information and Energy Transmission in Gaussian Interference Channels with Feedback’’, with Nizar Khalfet.
In Proc. 55th Annual Allerton Conference on Communications, Control, and Computing, Monticello, IL, US, Oct., 2017.

‘‘Approximate Capacity of the Gaussian Interference Channel with Noisy Channel-Output Feedback’’, with Victor Quintero, Samir M. Perlaza, Iñaki Esnaola, and Jean-Marie Gorce.
In Proc. IEEE Information Theory Workshop (ITW), Cambridge, UK, Sep., 2016.

‘‘Simultaneous Energy and Information Transmission: A Finite Block-Length Analysis’’, with Ali Tajer, and H. Vincent Poor.
In Proc. 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Kalamata, Greece, Jun., 2018. (Invited Paper)

‘‘Feedback Enhances Simultaneous Information and Energy Transmission in Multiple Access Channels’’, with Selma Belhadj Amor, Samir M. Perlaza, I. Krikidis and H. Vincent Poor.
In Proc. IEEE Intl. Symposium on Information Theory (ISIT), Barcelona, Spain, Jul., 2016.

‘‘Fundamental Limits of Simultaneous Energy and Information Transmission’’, with Selma Belhadj Amor.
In Proc. 23rd International Conference on Telecommunications (ICT), Thessaloniki, Greece, May 2016. (Invited paper)

‘‘Decentralized Simultaneous Energy and Information Transmission in Multiple Access Channels’’, with Selma Belhadj Amor.
In Proc. 50th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, Mar., 2016.

‘‘Simultaneous Energy and Information Transmission in Gaussian Multiple Access Channels’’, with Selma Belhadj Amor, Samir M. Perlaza, and Ioannis Krikidis.
In Proc. 5th International Conference on Communications and Networking (ComNet), Hammamet, Tunisia, Nov., 2015. (Invited Paper)

‘‘Simultaneous Information and Power Transfer in Wireless Cooperative Networks’’, with Zhiguo Ding, Samir M. Perlaza, Iñaki Esnaola, and H. Vincent Poor.
In Proc. 8th International Conference on Communications and Networking in China, Guilin, People’s Republic of China, Aug. 2013. (Invited Paper)

Game Theory

‘‘Leveraging Noisy Observations in Zero-Sum Games’’, with Emmanouil-Marios Athanasakos.
In Proc. of the IEEE Information Theory Workshop (ITW), Shenzhen, China, Nov. 2024.

‘‘2 x 2 Zero-Sum Games with Commitments and Noisy Observations’’, with Ke Sun and Alain Jean-Marie.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, Jun., 2023. See video

‘‘Pricing Models for Digital Renting Platforms’’, with Ashok Krishnan K. S. and Eitan Altman.
In Proc. of the 27th International Conference on Analytical and Stochastic Modelling Techniques and Applications (ASMTA), Florence, Italy, Jun. 2023.

‘‘A satisfaction game for heating, ventilation and air conditioning control of smart buildings’’, with Najmeh Forouzandehmehr, Samir M. Perlaza, H. Vincent Poor, and Zhu Han.
In Proc. IEEE Global Communications Conference (GLOBECOM), Atlanta, GA, Dec., 2013.

‘‘Learning Efficient Satisfaction via Trial and Error’’, with H. Vincent Poor, and Zhu Han.
In Proc. 46th Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), Pacific Grove, USA. Nov., 2012. (Invited Paper)

Data Integrity

‘‘Information Theoretic Data Injection Attacks with Sparsity Constraints’’, with Xiuzhen Ye, and Iñaki Esnaola, and Robert F. Harrison.
In Proc. IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (Smartgridcomm), virtual conference, Nov. 2020

‘‘Recovery of Missing Data in Correlated Smart Grid Datasets’’, with Cristian Genes, Iñaki Esnaola, and Daniel Coca.
In Proc. IEEE Data Science Workshop, Minneapolis, United States, Jun., 2019

‘‘Information-Theoretic Attacks in the Smart Grid’’, with Ke Sun, Iñaki Esnaola, Samir M. Perlaza, and H. Vincent Poor.
In Proc. IEEE International Conference on Smart Grid Communications, Dresden, Germany, Oct., 2017.

‘‘Recovering Missing Data via Matrix Completion in Electricity Distribution Systems’’, with Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Luis F. Ochoa, and Daniel Coca
In Proc. 17th IEEE International workshop on Signal Processing advances in Wireless Communications (SPAWC), Edinburgh, UK, Jul., 2016. (Invited paper)

‘‘Decentralized Maximum Distortion MMSE Attacks in Electricity Grids’’, with Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor and Oliver Kosut.
In Proc. IEEE Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, Spain, Jun 2016. (Invited paper)

‘‘Equilibria in Data Injection Attacks’’, with Iñaki Esnaola, Samir M. Perlaza, and H. Vincent Poor.
In Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, USA, Dec., 2014.