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Invited Research Seminars, Tutorials and Divulgation
Invited Research Seminars, Tutorials and Divulgation
La tech canadienne en force à VivaTech, June 2025, interview at BFM Business
Information-Theoretic Methods for Trustworthy Machine Learning, STARaCom Annual Meeting, Montréal, QC, June 6th, 2023
Trustworthy Machine Learning: An Overview and Perspectives, Matinée Simulation, prédiction et IA en chimie Université Paris-Saclay, May 22th, 2023
AI and Data Privacy, Invited talk at the Symposium on Artificial Intelligence | MIT-France, July 12th to 13th, 2022 (online)
Information-Theoretic Methods in Data Sciences: Model Uncertainty, Robustness and Model Drift, Keynote at Journée Statistique et Informatique pour la Science des Données à Paris Saclay (virtual talk), January 26th, 2022 (online)
Information-Theoretic Methods for Secure Machine Learning, Keynote at Seminar System X , December 15th, SeminarSystemX (virtual talk), 2021 (online)
Information Theory and AI, TRAIL Workshop day 6 - TRAIL, September 6h, Université Paris- Saclay, 2021.
Information Theory for / by Deep Learning, Keynote at Research Days of Labex Digicosme, November 9th, Université Paris-Saclay (virtual talk), 2020 (online)
Information Theory at the Heart of Data Science, Seminar at AC3E-CMM Datos & IA, October 29th, Universidad de Chile (virtual talk), 2020 (online)
Learning Anonymized Representations with Mutual Information, MLAI 2019 – International Workshop on Machine Learning and Artificial Intelligence, Paris Tech, Paris, October 7th-8th, 2019 (online)
Information Theory and Deep Learning, crash course of 4 lectures intended to Inter/Master/Ph.D students at Mila, Montréal, Canada, Dec. 2018 – Jan. 2019.
Les clés de l’IA : le traitement et l’optimisation de l’information, dedicated event with more than 450 participants (undergrads, Ph.D students, industry, interested public) at ETS, Montréal, Canada, October 16th, 2018. Part I: (online) and Part II: (online)
Learning Anonymized Representations with Adversarial Neural Networks, L’Ecole de technologie supérieure (ETS), Montréal, June 13th, 2018.
Learning Anonymized Representations with Adversarial Neural Networks, EDF R&D - Paris Saclay, Saclay, April 25th, 2018.
Clustering and Data Anonymization by Mutual Information, CITI Laboratory, INSA-Lyon, December 19th, 2017.
Information Theory and Deep Learning, Tutorial for the 5G-AURA School, Intonative Training Networks, Université Paris-Saclay, Sep. 19th, 2017.
Information-Theoretic Biclustering and Distributed Binary Detection, Royal Institute of Technology in Stockholm (KTH), Stockholm, Sweden, Sep. 14th, 2017.
Information-Theoretic Security: Storage, Communication, Privacy and Key Generation, McGill University, September 7th, Montréal, Canada, 2017.
The Mathematical Nature of Information “Shannon’s Work and Its Legacy”, Universidad Técnica Federico Santa María, Workshop SETIA 2016, Valparaíso, Chile, December 21th, 2016.
Exploring Connections between Information Theory, Machine Learning and Statistics, Institut National de la Recherche Scientifique (INRS), Montreal, Canada, September 1st, 2016.
Information-Theoretic Trade-offs: Secure Communication, Storage and Key Generation, Workshop on Information Theory in Security and Privacy, LIX, Ecole Polytechnqiue, July 7, 2016.
From Information Theory to Machine Learning and Statistics, Equipe ICI (Information, Communication et Imagerie), laboratoire ETIS at ENSEA, June 30th, 2016, Cergy, France.
An Information-Theoretic Approach to Selected Topics in Machine Learning and Statistics, Centro de Simulación Computacional, CONICET, Buenos Aires, Argentina, May 4th, 2016.
An Information-Theoretic Approach to Secure Transmission, Distributed Testing and Storage of Data Sources, Institut national de la recherche scientifique (INRS), Canada, Sep. 2015.
The Wiretap Channel with Generalized Feedback: Secure Communication and Key Generation, École de Technologie Supérieure (ETS), Montreal, Canada, September 2015.
The Wiretap Channel with Generalized Feedback: Secure Communication and Key Generation, Mathematical Tools of Information-Theoretic Security Workshop, Huawei Mathematical and Algorithmic Sciences Lab, Paris, France, September 2015.
The Role of Interference Decoding and Multiple Description Coding on Interference and Broadcast Channels, Joint NEWCOM#/COST Workshop on WirelessCommunications JNCW, Barcelona, Spain, October 2015.
The Compound Broadcast Channel: Recent Advances and Challenges, Information Processing Group, Ecole Polytechnique Federale Lausanne (EPFL), Lausanne, Switzerland, July 23th, 2015.
The Compound Broadcast Channel: Recent Advances and Challenges, Dept. of Electrical Eng. Colloquium, Technion, Haifa, Israel, May 2015.
On the Multiterminal Interactive Lossy Source Coding Problem, Dept. of EE, Imperial College London, UK, September 17th, 2014.
A Proof of the Generalized Markov Lemma with Countable Infinite Alphabets, Dept. of Mathematics, University of Hong Kong, Hong Kong, June 3rd, 2014.
Interference and Relay Networks: An Information-Theoretic Perspective, SJTU-Supelec joint workshop on wireless communications, Shanghai, China, June 5th, 2014.
Secure Transmission and Storage of Data Sources, GDR-ISIS Information, Signal, Images et ViSion Seminar, ParisTech, Paris, France, May 2014.
An Information-Theoretic Approach to Secure Transmission and Storage of Data Sources, Technische Universität Wien (TUW), Vienna, Austria, April 4th, 2014.
The Mathematical Nature of Information, Café sciences, Ecole Centrale de Paris, Paris, France, February 27th, 2014. [online] https://www.youtube.com/watch?v=AfcoSnes3lU
Analog Index Coding over Block-Fading MISO Broadcast Channels with Feedback, Information Processing Group, Ecole Polytechnique Federale Lausanne (EPFL), Switzerland, July 31, 2013.
Selective Coding Strategy for Composite Relay Channels, Institute for Communications Engineering, Technische Universität München (TUM), Munich, Germany, May, 2012.
Cooperative Strategies for Interference-Limited Wireless Networks, GDR-ISIS Information, Signal, Images et ViSion Seminar, ParisTech, Paris, France, December 9, 2011.
Some Recent results on the Capacity of Compound Channels with State Information at the Transmitter, Information Processing Group, Ecole Polytechnique Federale Lausanne (EPFL), Lausanne, Switzerland, July 14, 2010.
Secure Lossy Source Coding with Side Information at the Decoders, Workshop on Physical Layer Security, Paris, September 30th, 2010.
Capacity of Compound State-Dependent Channels with State Information at the Transmitter, Information Processing Group, Ecole Polytechnique Federale Lausanne (EPFL), Lausanne, Switzerland, July 29, 2009.
Capacity of Simultaneous State-Dependent Channels with State Information at the Transmitter, Department of Electrical Engineering Colloquium, Israel Institute of Technology, Technion, Haifa, Israel, April 23, 2009.
On the Capacity of the Fading MIMO Broadcast Channel with Imperfect Channel Estimation, GDR-ISIS Information, Signal, Images et ViSion Seminar, ParisTech, Paris, March 29, 2007.
Outage Behavior of Discrete Memoryless Channels Under Channel Estimation Errors, Technische Universität Wien (TUW), Vienna, 2006, Austria.
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