Marc Tommasi
Professeur des universités
CNU : SECTION 27 - INFORMATIQUE
Laboratoire / équipe
Publications
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"citationFull_s":"Natalia Tomashenko, Emmanuel Vincent, Marc Tommasi. Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization. <i>ICASSP 2025</i>, Apr 2025, Hyderabad, India. <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"],
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"citationRef_s":"<i>ICML 2024 - The Forty-first International Conference on Machine Learning</i>, 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. <i>ICML 2024 - The Forty-first International Conference on Machine Learning</i>, 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"],
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"citationRef_s":"<i>International Conference on Machine Learning</i>, Jul 2023, Honolulu, United States",
"citationFull_s":"Paul Mangold, Michaël Perrot, Aurélien Bellet, Marc Tommasi. Differential Privacy has Bounded Impact on Fairness in Classification. <i>International Conference on Machine Learning</i>, 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"],
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"citationRef_s":"<i>AISTATS 2023 - International Conference on Artificial Intelligence and Statistics</i>, 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. <i>AISTATS 2023 - International Conference on Artificial Intelligence and Statistics</i>, 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"],
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"citationRef_s":"<i>Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)</i>, 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. <i>Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)</i>, 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"],
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"citationRef_s":"<i>Proceedings on Privacy Enhancing Technologies</i>, 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. <i>Proceedings on Privacy Enhancing Technologies</i>, 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"],
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"citationRef_s":"<i>NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems</i>, 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. <i>NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems</i>, 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",
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"citationRef_s":"<i>Interspeech 2022 - Human and Humanizing Speech Technology</i>, 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. <i>Interspeech 2022 - Human and Humanizing Speech Technology</i>, 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"],
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"citationRef_s":"<i>ICML 2022 - 39th International Conference on Machine Learning</i>, 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. <i>ICML 2022 - 39th International Conference on Machine Learning</i>, 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"],
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"citationRef_s":"<i>IEEE/ACM Transactions on Audio, Speech and Language Processing</i>, 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. <i>IEEE/ACM Transactions on Audio, Speech and Language Processing</i>, 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"],
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"citationRef_s":"<i>JEP 2022</i>, 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. <i>JEP 2022</i>, 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",
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"citationRef_s":"<i>Journées d'Études sur la Parole - JEP2022</i>, 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. <i>Journées d'Études sur la Parole - JEP2022</i>, 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"],
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"citationRef_s":"<i>IEEE ICASSP 2022</i>, 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. <i>IEEE ICASSP 2022</i>, 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"],
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"citationRef_s":"<i>Transactions on Machine Learning Research Journal</i>, 2022",
"citationFull_s":"Mahsa Asadi, Aurélien Bellet, Odalric-Ambrym Maillard, Marc Tommasi. Collaborative Algorithms for Online Personalized Mean Estimation. <i>Transactions on Machine Learning Research Journal</i>, 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"],
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"citationRef_s":"<i>ICASSP 2022</i>, 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. <i>ICASSP 2022</i>, 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",
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"producedDateY_i":2022
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"citationRef_s":"<i>SPECOM 2021 - 23rd International Conference on Speech and Computer</i>, 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. <i>SPECOM 2021 - 23rd International Conference on Speech and Computer</i>, 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",
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"producedDateY_i":2021
},{
"citationRef_s":"<i>ERCIM News</i>, 2021, 126, pp.38-39",
"citationFull_s":"Akira Campbell, Thomas Kleinbauer, Marc Tommasi, Emmanuel Vincent. Enabling voice-based apps with European values. <i>ERCIM News</i>, 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",
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},{
"citationRef_s":"<i>INTERSPEECH 2020</i>, 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. <i>INTERSPEECH 2020</i>, 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"],
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"citationRef_s":"<i>INTERSPEECH 2020</i>, 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. <i>INTERSPEECH 2020</i>, 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"],
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"citationRef_s":"<i>AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics</i>, Aug 2020, Palerme / Virtual, Italy",
"citationFull_s":"Valentina Zantedeschi, Aurélien Bellet, Marc Tommasi. Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs. <i>AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics</i>, 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"],
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"citationRef_s":"<i>ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing</i>, 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. <i>ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing</i>, 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"],
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"citationRef_s":"<i>Journal of Machine Learning Research</i>, 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. <i>Journal of Machine Learning Research</i>, 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",
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"producedDateY_i":2020
},{
"citationRef_s":"<i>INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association</i>, 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?. <i>INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association</i>, 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",
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"producedDateY_i":2019
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"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
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"citationRef_s":"<i>NeurIPS 2018 - Workshop on Machine Learning on the Phone and other Consumer Devices</i>, 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. <i>NeurIPS 2018 - Workshop on Machine Learning on the Phone and other Consumer Devices</i>, 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",
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"producedDateY_i":2018
},{
"citationRef_s":"<i>AISTATS 2018 - 21st International Conference on Artificial Intelligence and Statistics</i>, 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. <i>AISTATS 2018 - 21st International Conference on Artificial Intelligence and Statistics</i>, 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",
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"producedDateY_i":2018
},{
"citationRef_s":"<i>NIPS 2017 - Workshop on Machine Learning on the Phone and other Consumer Devices</i>, Dec 2017, Long Beach, United States",
"citationFull_s":"Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi. Personalized and Private Peer-to-Peer Machine Learning. <i>NIPS 2017 - Workshop on Machine Learning on the Phone and other Consumer Devices</i>, 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",
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"producedDateY_i":2017
},{
"citationRef_s":"<i>Brain Topography: a Journal of Cerebral Function and Dynamics</i>, 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. <i>Brain Topography: a Journal of Cerebral Function and Dynamics</i>, 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",
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"producedDateY_i":2017
},{
"citationRef_s":"<i>International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, Apr 2017, Fort Lauderdale, Florida., United States",
"citationFull_s":"Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi. Decentralized Collaborative Learning of Personalized Models over Networks. <i>International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, 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",
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"producedDateY_i":2017
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