Marc Tommasi

Professeur des universités CNU : SECTION 27 - INFORMATIQUE

UMR 9189 - CENTRE DE RECHERCHE EN INFORMATIQUE, SIGNAL ET AUTOMATIQUE DE LILLE

Publications

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Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization. 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), Apr 2025, Hyderabad, India. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICASSP49660.2025.10887896\">⟨10.1109/ICASSP49660.2025.10887896⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04853872v1\">⟨hal-04853872⟩</a>", "title_s":["Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization"], "authFullName_s":["Natalia Tomashenko","Emmanuel Vincent","Marc Tommasi"], "halId_s":"hal-04853872", "docType_s":"COMM", "producedDateY_i":2025 },{ "citationRef_s":"ICML 2024 - The Forty-first International Conference on Machine Learning, Jul 2024, Vienne, Austria", "citationFull_s":"Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Kevin Scaman, Giovanni Neglia. Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm. ICML 2024 - The Forty-first International Conference on Machine Learning, Jul 2024, Vienne, Austria. <a target=\"_blank\" href=\"https://hal.science/hal-04611418v1\">⟨hal-04611418⟩</a>", "title_s":["Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm"], "authFullName_s":["Batiste Le Bars","Aurélien Bellet","Marc Tommasi","Kevin Scaman","Giovanni Neglia"], "halId_s":"hal-04611418", "docType_s":"COMM", "producedDateY_i":2024 },{ "citationRef_s":"International Conference on Machine Learning, Jul 2023, Honolulu, United States", "citationFull_s":"Paul Mangold, Michaël Perrot, Aurélien Bellet, Marc Tommasi. Differential Privacy has Bounded Impact on Fairness in Classification. International Conference on Machine Learning, Jul 2023, Honolulu, United States. <a target=\"_blank\" href=\"https://hal.science/hal-03902203v2\">⟨hal-03902203v2⟩</a>", "title_s":["Differential Privacy has Bounded Impact on Fairness in Classification"], "authFullName_s":["Paul Mangold","Michaël Perrot","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-03902203", "docType_s":"COMM", "producedDateY_i":2023 },{ "citationRef_s":"AISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain. pp.4894-4916", "citationFull_s":"Paul Mangold, Aurélien Bellet, Joseph Salmon, Marc Tommasi. High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent. AISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain. pp.4894-4916. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03714465v3\">⟨hal-03714465v3⟩</a>", "title_s":["High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent"], "authFullName_s":["Paul Mangold","Aurélien Bellet","Joseph Salmon","Marc Tommasi"], "halId_s":"hal-03714465", "docType_s":"COMM", "producedDateY_i":2023 },{ "citationRef_s":"Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023, Valencia, Spain, Spain", "citationFull_s":"Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec. Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data. Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023, Valencia, Spain, Spain. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03905091v2\">⟨hal-03905091v2⟩</a>", "title_s":["Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data"], "authFullName_s":["Batiste Le Bars","Aurélien Bellet","Marc Tommasi","Erick Lavoie","Anne-Marie Kermarrec"], "halId_s":"hal-03905091", "docType_s":"COMM", "producedDateY_i":2023 },{ "citationRef_s":"Proceedings on Privacy Enhancing Technologies, 2023, 2023 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.48550/arXiv.2202.11823\">⟨10.48550/arXiv.2202.11823⟩</a>", "citationFull_s":"Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aurélien Bellet, Nathalie Vauquier, Emmanuel Vincent, et al.. Differentially private speaker anonymization. Proceedings on Privacy Enhancing Technologies, 2023, 2023 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.48550/arXiv.2202.11823\">⟨10.48550/arXiv.2202.11823⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03588932v1\">⟨hal-03588932⟩</a>", "title_s":["Differentially private speaker anonymization"], "authFullName_s":["Ali Shahin Shamsabadi","Brij Mohan Lal Srivastava","Aurélien Bellet","Nathalie Vauquier","Emmanuel Vincent","Mohamed Maouche","Marc Tommasi","Nicolas Papernot"], "halId_s":"hal-03588932", "docType_s":"ART", "producedDateY_i":2023 },{ "citationRef_s":"NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States", "citationFull_s":"Jean Ogier Du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, et al.. FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States. <a target=\"_blank\" href=\"https://hal.science/hal-03900026v1\">⟨hal-03900026⟩</a>", "title_s":["FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings"], "authFullName_s":["Jean Ogier Du Terrail","Samy-Safwan Ayed","Edwige Cyffers","Felix Grimberg","Chaoyang He","Regis Loeb","Paul Mangold","Tanguy Marchand","Othmane Marfoq","Erum Mushtaq","Boris Muzellec","Constantin Philippenko","Santiago Silva","Maria Teleńczuk","Shadi Albarqouni","Salman Avestimehr","Aurélien Bellet","Aymeric Dieuleveut","Martin Jaggi","Sai Praneeth Karimireddy","Marco Lorenzi","Giovanni Neglia","Marc Tommasi","Mathieu Andreux"], "halId_s":"hal-03900026", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea", "citationFull_s":"Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aurélien Bellet, Marc Tommasi, et al.. Enhancing speech privacy with slicing. Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03369137v2\">⟨hal-03369137v2⟩</a>", "title_s":["Enhancing speech privacy with slicing"], "authFullName_s":["Mohamed Maouche","Brij Mohan Lal Srivastava","Nathalie Vauquier","Aurélien Bellet","Marc Tommasi","Emmanuel Vincent"], "halId_s":"hal-03369137", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.14948-14978", "citationFull_s":"Paul Mangold, Aurélien Bellet, Joseph Salmon, Marc Tommasi. Differentially Private Coordinate Descent for Composite Empirical Risk Minimization. ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.14948-14978. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03424974v3\">⟨hal-03424974v3⟩</a>", "title_s":["Differentially Private Coordinate Descent for Composite Empirical Risk Minimization"], "authFullName_s":["Paul Mangold","Aurélien Bellet","Joseph Salmon","Marc Tommasi"], "halId_s":"hal-03424974", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TASLP.2022.3190741\">⟨10.1109/TASLP.2022.3190741⟩</a>", "citationFull_s":"Brij Mohan Lal Srivastava, Mohamed Maouche, Md Sahidullah, Emmanuel Vincent, Aurélien Bellet, et al.. Privacy and utility of x-vector based speaker anonymization. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TASLP.2022.3190741\">⟨10.1109/TASLP.2022.3190741⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03197376v3\">⟨hal-03197376v3⟩</a>", "title_s":["Privacy and utility of x-vector based speaker anonymization"], "authFullName_s":["Brij Mohan Lal Srivastava","Mohamed Maouche","Md Sahidullah","Emmanuel Vincent","Aurélien Bellet","Marc Tommasi","Natalia Tomashenko","Xin Wang","Junichi Yamagishi"], "halId_s":"hal-03197376", "docType_s":"ART", "producedDateY_i":2022 },{ "citationRef_s":"JEP 2022, Jun 2022, île de Noirmoutier, France", "citationFull_s":"Salima Mdhaffar, Jean-François A Bonastre, Marc Tommasi, Natalia Tomashenko, Yannick Estève. Extraction d'informations liées au locuteur depuis un modèle acoustique personnalisé. JEP 2022, Jun 2022, île de Noirmoutier, France. <a target=\"_blank\" href=\"https://hal.science/hal-03706944v1\">⟨hal-03706944⟩</a>", "title_s":["Extraction d'informations liées au locuteur depuis un modèle acoustique personnalisé"], "authFullName_s":["Salima Mdhaffar","Jean-François A Bonastre","Marc Tommasi","Natalia Tomashenko","Yannick Estève"], "halId_s":"hal-03706944", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France", "citationFull_s":"Natalia Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre. On speaker verification from the neural network footprint of personalized acoustic models. Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03626964v1\">⟨hal-03626964⟩</a>", "title_s":["On speaker verification from the neural network footprint of personalized acoustic models","Sur la vérification du locuteur à partir de traces d’exécution de modèles acoustiques personnalisés"], "authFullName_s":["Natalia Tomashenko","Salima Mdhaffar","Marc Tommasi","Yannick Estève","Jean-François Bonastre"], "halId_s":"hal-03626964", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"IEEE ICASSP 2022, 2022, Singapour, Singapore", "citationFull_s":"Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia Tomashenko, Yannick Estève. Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. IEEE ICASSP 2022, 2022, Singapour, Singapore. <a target=\"_blank\" href=\"https://hal.science/hal-03539741v1\">⟨hal-03539741⟩</a>", "title_s":["Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition"], "authFullName_s":["Salima Mdhaffar","Jean-François Bonastre","Marc Tommasi","Natalia Tomashenko","Yannick Estève"], "halId_s":"hal-03539741", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"Transactions on Machine Learning Research Journal, 2022", "citationFull_s":"Mahsa Asadi, Aurélien Bellet, Odalric-Ambrym Maillard, Marc Tommasi. Collaborative Algorithms for Online Personalized Mean Estimation. Transactions on Machine Learning Research Journal, 2022. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03905917v1\">⟨hal-03905917⟩</a>", "title_s":["Collaborative Algorithms for Online Personalized Mean Estimation"], "authFullName_s":["Mahsa Asadi","Aurélien Bellet","Odalric-Ambrym Maillard","Marc Tommasi"], "halId_s":"hal-03905917", "docType_s":"ART", "producedDateY_i":2022 },{ "citationRef_s":"ICASSP 2022, 2022, Singapour, Singapore", "citationFull_s":"Natalia Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre. Privacy attacks for automatic speech recognition acoustic models in a federated learning framework. ICASSP 2022, 2022, Singapour, Singapore. <a target=\"_blank\" href=\"https://hal.science/hal-03539742v2\">⟨hal-03539742v2⟩</a>", "title_s":["Privacy attacks for automatic speech recognition acoustic models in a federated learning framework"], "authFullName_s":["Natalia Tomashenko","Salima Mdhaffar","Marc Tommasi","Yannick Estève","Jean-François Bonastre"], "halId_s":"hal-03539742", "docType_s":"COMM", "producedDateY_i":2022 },{ "citationRef_s":"SPECOM 2021 - 23rd International Conference on Speech and Computer, Sep 2021, St Petersburg, Russia. pp.426 - 436, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-87802-3_39\">⟨10.1007/978-3-030-87802-3_39⟩</a>", "citationFull_s":"Salima Mdhaffar, Marc Tommasi, Yannick Estève. Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation. SPECOM 2021 - 23rd International Conference on Speech and Computer, Sep 2021, St Petersburg, Russia. pp.426 - 436, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-87802-3_39\">⟨10.1007/978-3-030-87802-3_39⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03369206v1\">⟨hal-03369206⟩</a>", "title_s":["Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation"], "authFullName_s":["Salima Mdhaffar","Marc Tommasi","Yannick Estève"], "halId_s":"hal-03369206", "docType_s":"COMM", "producedDateY_i":2021 },{ "citationRef_s":"ERCIM News, 2021, 126, pp.38-39", "citationFull_s":"Akira Campbell, Thomas Kleinbauer, Marc Tommasi, Emmanuel Vincent. Enabling voice-based apps with European values. ERCIM News, 2021, 126, pp.38-39. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03476390v1\">⟨hal-03476390⟩</a>", "title_s":["Enabling voice-based apps with European values"], "authFullName_s":["Akira Campbell","Thomas Kleinbauer","Marc Tommasi","Emmanuel Vincent"], "halId_s":"hal-03476390", "docType_s":"ART", "producedDateY_i":2021 },{ "citationRef_s":"INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China", "citationFull_s":"Brij Mohan Lal Srivastava, Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, et al.. Design Choices for X-vector Based Speaker Anonymization. INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China. <a target=\"_blank\" href=\"https://hal.science/hal-02610447v2\">⟨hal-02610447v2⟩</a>", "title_s":["Design Choices for X-vector Based Speaker Anonymization"], "authFullName_s":["Brij Mohan Lal Srivastava","Natalia Tomashenko","Xin Wang","Emmanuel Vincent","Junichi Yamagishi","Mohamed Maouche","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-02610447", "docType_s":"COMM", "producedDateY_i":2020 },{ "citationRef_s":"INTERSPEECH 2020, Oct 2020, Shanghai, China", "citationFull_s":"Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aurélien Bellet, Marc Tommasi, et al.. A comparative study of speech anonymization metrics. INTERSPEECH 2020, Oct 2020, Shanghai, China. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02907918v1\">⟨hal-02907918⟩</a>", "title_s":["A comparative study of speech anonymization metrics"], "authFullName_s":["Mohamed Maouche","Brij Mohan Lal Srivastava","Nathalie Vauquier","Aurélien Bellet","Marc Tommasi","Emmanuel Vincent"], "halId_s":"hal-02907918", "docType_s":"COMM", "producedDateY_i":2020 },{ "citationRef_s":"AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme / Virtual, Italy", "citationFull_s":"Valentina Zantedeschi, Aurélien Bellet, Marc Tommasi. Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs. AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme / Virtual, Italy. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03100057v1\">⟨hal-03100057⟩</a>", "title_s":["Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs"], "authFullName_s":["Valentina Zantedeschi","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-03100057", "docType_s":"COMM", "producedDateY_i":2020 },{ "citationRef_s":"ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE Signal Processing Society, May 2020, Barcelona, Spain. pp.2802-2806", "citationFull_s":"Brij Mohan Lal Srivastava, Nathalie Vauquier, Md Sahidullah, Aurélien Bellet, Marc Tommasi, et al.. Evaluating Voice Conversion-based Privacy Protection against Informed Attackers. ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE Signal Processing Society, May 2020, Barcelona, Spain. pp.2802-2806. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02355115v2\">⟨hal-02355115v2⟩</a>", "title_s":["Evaluating Voice Conversion-based Privacy Protection against Informed Attackers"], "authFullName_s":["Brij Mohan Lal Srivastava","Nathalie Vauquier","Md Sahidullah","Aurélien Bellet","Marc Tommasi","Emmanuel Vincent"], "halId_s":"hal-02355115", "docType_s":"COMM", "producedDateY_i":2020 },{ "citationRef_s":"Journal of Machine Learning Research, 2020, 21, pp.1 - 18", "citationFull_s":"Thomas Ricatte, Rémi Gilleron, Marc Tommasi. Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral Theory. Journal of Machine Learning Research, 2020, 21, pp.1 - 18. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02566930v1\">⟨hal-02566930⟩</a>", "title_s":["Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral Theory"], "authFullName_s":["Thomas Ricatte","Rémi Gilleron","Marc Tommasi"], "halId_s":"hal-02566930", "docType_s":"ART", "producedDateY_i":2020 },{ "citationRef_s":"INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria", "citationFull_s":"Brij Mohan Lal Srivastava, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent. Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?. INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02166434v1\">⟨hal-02166434⟩</a>", "title_s":["Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?"], "authFullName_s":["Brij Mohan Lal Srivastava","Aurélien Bellet","Marc Tommasi","Emmanuel Vincent"], "halId_s":"hal-02166434", "docType_s":"COMM", "producedDateY_i":2019 },{ "citationRef_s":"[Research Report] Inria. 2019", "citationFull_s":"Valentina Zantedeschi, Aurélien Bellet, Marc Tommasi. Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs. [Research Report] Inria. 2019. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02166433v1\">⟨hal-02166433⟩</a>", "title_s":["Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs"], "authFullName_s":["Valentina Zantedeschi","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-02166433", "docType_s":"REPORT", "producedDateY_i":2019 },{ "citationRef_s":"NeurIPS 2018 - Workshop on Machine Learning on the Phone and other Consumer Devices, 2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2), Dec 2018, Montréal, Canada", "citationFull_s":"Valentina Zantedeschi, Aurélien Bellet, Marc Tommasi. Communication-Efficient Decentralized Boosting while Discovering the Collaboration Graph. NeurIPS 2018 - Workshop on Machine Learning on the Phone and other Consumer Devices, 2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2), Dec 2018, Montréal, Canada. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02166758v1\">⟨hal-02166758⟩</a>", "title_s":["Communication-Efficient Decentralized Boosting while Discovering the Collaboration Graph"], "authFullName_s":["Valentina Zantedeschi","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-02166758", "docType_s":"COMM", "producedDateY_i":2018 },{ "citationRef_s":"AISTATS 2018 - 21st International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain. pp.1-20", "citationFull_s":"Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi. Personalized and Private Peer-to-Peer Machine Learning. AISTATS 2018 - 21st International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain. pp.1-20. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01745796v1\">⟨hal-01745796⟩</a>", "title_s":["Personalized and Private Peer-to-Peer Machine Learning"], "authFullName_s":["Aurélien Bellet","Rachid Guerraoui","Mahsa Taziki","Marc Tommasi"], "halId_s":"hal-01745796", "docType_s":"COMM", "producedDateY_i":2018 },{ "citationRef_s":"NIPS 2017 - Workshop on Machine Learning on the Phone and other Consumer Devices, Dec 2017, Long Beach, United States", "citationFull_s":"Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi. Personalized and Private Peer-to-Peer Machine Learning. NIPS 2017 - Workshop on Machine Learning on the Phone and other Consumer Devices, Dec 2017, Long Beach, United States. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01665422v1\">⟨hal-01665422⟩</a>", "title_s":["Personalized and Private Peer-to-Peer Machine Learning"], "authFullName_s":["Aurélien Bellet","Rachid Guerraoui","Mahsa Taziki","Marc Tommasi"], "halId_s":"hal-01665422", "docType_s":"COMM", "producedDateY_i":2017 },{ "citationRef_s":"Brain Topography: a Journal of Cerebral Function and Dynamics, 2017, 30 (3), pp.291-302. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10548-017-0548-0\">⟨10.1007/s10548-017-0548-0⟩</a>", "citationFull_s":"Pierre Besson, Nicolas Carrière, Sarah Kathleen Bandt, Marc Tommasi, Xavier Leclerc, et al.. Whole-brain high-resolution structural connectome: inter-subject validation and application to the anatomical segmentation of the striatum. Brain Topography: a Journal of Cerebral Function and Dynamics, 2017, 30 (3), pp.291-302. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10548-017-0548-0\">⟨10.1007/s10548-017-0548-0⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01657960v1\">⟨hal-01657960⟩</a>", "title_s":["Whole-brain high-resolution structural connectome: inter-subject validation and application to the anatomical segmentation of the striatum"], "authFullName_s":["Pierre Besson","Nicolas Carrière","Sarah Kathleen Bandt","Marc Tommasi","Xavier Leclerc","Philippe Derambure","Renaud Lopes","Louise Tyvaert"], "halId_s":"hal-01657960", "docType_s":"ART", "producedDateY_i":2017 },{ "citationRef_s":"International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2017, Fort Lauderdale, Florida., United States", "citationFull_s":"Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi. Decentralized Collaborative Learning of Personalized Models over Networks. International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2017, Fort Lauderdale, Florida., United States. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01533182v1\">⟨hal-01533182⟩</a>", "title_s":["Decentralized Collaborative Learning of Personalized Models over Networks"], "authFullName_s":["Paul Vanhaesebrouck","Aurélien Bellet","Marc Tommasi"], "halId_s":"hal-01533182", "docType_s":"COMM", "producedDateY_i":2017 },{ "citationRef_s":"[Research Report] INRIA Lille. 2017, pp.1-18", "citationFull_s":"Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi. Fast and Differentially Private Algorithms for Decentralized Collaborative Machine Learning. [Research Report] INRIA Lille. 2017, pp.1-18. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01665410v1\">⟨hal-01665410⟩</a>", "title_s":["Fast and Differentially Private Algorithms for Decentralized Collaborative Machine Learning"], "authFullName_s":["Aurélien Bellet","Rachid Guerraoui","Mahsa Taziki","Marc Tommasi"], "halId_s":"hal-01665410", "docType_s":"REPORT", "producedDateY_i":2017 },{ "citationRef_s":"[Research Report] INRIA Lille. 2016", "citationFull_s":"Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi. Decentralized Collaborative Learning of Personalized Models over Networks. 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Proceedings of the 10th Annual Symposium on Theoretical Aspects of Computer Science, STACS'93, 1993, Würzburg, Germany. pp.505--514. <a target=\"_blank\" href=\"https://inria.hal.science/inria-00538878v1\">⟨inria-00538878⟩</a>", "title_s":["Solving Systems of Set Constraints using Tree Automata"], "authFullName_s":["Rémi Gilleron","Sophie Tison","Marc Tommasi"], "halId_s":"inria-00538878", "docType_s":"COMM", "producedDateY_i":1993 },{ "citationRef_s":"Proceedings of the $34^th$ Symposium on Foundations of Computer Science, FOCS'93, 1993, Palo Alto California, United States. pp.372--380", "citationFull_s":"Rémi Gilleron, Sophie Tison, Marc Tommasi. Solving Systems of Set Constraints with Negated Subset Relationships. 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Marc Tommasi

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