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Marc Tommasi

68
Documents

Presentation

Professor in Computer Science at [Lille university](https://www.univ-lille.fr/). I am a member of [CRIStAL](https://www.cristal.univ-lille.fr/?rubrique9) lab. I am the leader of the [Magnet Team](https://team.inria.fr/magnet). My research interests are machine learning, structured prediction for trees and graphs. I have also studied tree automata and set constraints.

Publications

Differentially private speaker anonymization

Ali Shahin Shamsabadi , Brij Mohan Lal Srivastava , Aurélien Bellet , Nathalie Vauquier , Emmanuel Vincent et al.
Proceedings on Privacy Enhancing Technologies, 2023, 2023 (1)
Journal articles hal-03588932v1
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Privacy and utility of x-vector based speaker anonymization

Brij Mohan Lal Srivastava , Mohamed Maouche , Md Sahidullah , Emmanuel Vincent , Aurélien Bellet et al.
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022
Journal articles hal-03197376v3
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Collaborative Algorithms for Online Personalized Mean Estimation

Mahsa Asadi , Aurélien Bellet , Odalric-Ambrym Maillard , Marc Tommasi
Transactions on Machine Learning Research, 2022
Journal articles hal-03905917v1

Enabling voice-based apps with European values

Akira Campbell , Thomas Kleinbauer , Marc Tommasi , Emmanuel Vincent
ERCIM News, 2021, 126, pp.38-39
Journal articles hal-03476390v1
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Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral Theory

Thomas Ricatte , Rémi Gilleron , Marc Tommasi
Journal of Machine Learning Research, 2020, 21, pp.1 - 18
Journal articles hal-02566930v1

Whole-brain high-resolution structural connectome: inter-subject validation and application to the anatomical segmentation of the striatum

Pierre Besson , Nicolas Carrière , Sarah Kathleen Bandt , Marc Tommasi , Xavier Leclerc et al.
Brain Topography: a Journal of Cerebral Function and Dynamics, 2017, 30 (3), pp.291-302. ⟨10.1007/s10548-017-0548-0⟩
Journal articles hal-01657960v1

Réduction de la non-linéarité des morphismes d'arbres Recognizable tree-languages and non-linear morphisms

Max Dauchet , Sophie Tison , Marc Tommasi
Theoretical Computer Science, 2002, 281 (1-2), pp.219-233. ⟨10.1016/S0304-3975(02)00014-2⟩
Journal articles hal-02193763v1

Grid structures and undecidable constraint theories

Franck Seynhaeve , Sophie Tison , Marc Tommasi , Ralf Treinen
Theoretical Computer Science, 2001, 258 (1-2), pp.453-490. ⟨10.1016/S0304-3975(00)00032-3⟩
Journal articles hal-02193758v1

Set constraints and automata

Rémi Gilleron , Sophie Tison , Marc Tommasi
Information and Computation, 1999, 149 (1), pp.1--41
Journal articles inria-00538886v1
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On speaker verification from the neural network footprint of personalized acoustic models

Natalia Tomashenko , Salima Mdhaffar , Marc Tommasi , Yannick Estève , Jean-François Bonastre et al.
Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France
Conference papers hal-03626964v1
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Enhancing speech privacy with slicing

Mohamed Maouche , Brij Mohan Lal Srivastava , Nathalie Vauquier , Aurélien Bellet , Marc Tommasi et al.
Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea
Conference papers hal-03369137v2
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Differentially Private Coordinate Descent for Composite Empirical Risk Minimization

Paul Mangold , Aurélien Bellet , Joseph Salmon , Marc Tommasi
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.14948-14978
Conference papers hal-03424974v3
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Extraction d'informations liées au locuteur depuis un modèle acoustique personnalisé

Salima Mdhaffar , Jean-François A Bonastre , Marc Tommasi , Natalia Tomashenko , Yannick Estève et al.
JEP 2022, Jun 2022, île de Noirmoutier, France
Conference papers hal-03706944v1

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Jean Ogier Du Terrail , Samy-Safwan Ayed , Edwige Cyffers , Felix Grimberg , Chaoyang He et al.
NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers hal-03900026v1
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Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition

Salima Mdhaffar , Jean-François Bonastre , Marc Tommasi , Natalia Tomashenko , Yannick Estève et al.
IEEE ICASSP 2022, 2022, Singapour, Singapore
Conference papers hal-03539741v1
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Privacy attacks for automatic speech recognition acoustic models in a federated learning framework

Natalia Tomashenko , Salima Mdhaffar , Marc Tommasi , Yannick Estève , Jean-François Bonastre et al.
ICASSP 2022, 2022, Singapour, Singapore
Conference papers hal-03539742v2
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Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation

Salima Mdhaffar , Marc Tommasi , Yannick Estève
SPECOM 2021 - 23rd International Conference on Speech and Computer, Sep 2021, St Petersburg, Russia. pp.426 - 436, ⟨10.1007/978-3-030-87802-3_39⟩
Conference papers hal-03369206v1
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Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

Valentina Zantedeschi , Aurélien Bellet , Marc Tommasi
AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme / Virtual, Italy
Conference papers hal-03100057v1
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Evaluating Voice Conversion-based Privacy Protection against Informed Attackers

Brij Mohan Lal Srivastava , Nathalie Vauquier , Md Sahidullah , Aurélien Bellet , Marc Tommasi et al.
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE Signal Processing Society, May 2020, Barcelona, Spain. pp.2802-2806
Conference papers hal-02355115v2
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A comparative study of speech anonymization metrics

Mohamed Maouche , Brij Mohan Lal Srivastava , Nathalie Vauquier , Aurélien Bellet , Marc Tommasi et al.
INTERSPEECH 2020, Oct 2020, Shanghai, China
Conference papers hal-02907918v1
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Design Choices for X-vector Based Speaker Anonymization

Brij Mohan Lal Srivastava , Natalia Tomashenko , Xin Wang , Emmanuel Vincent , Junichi Yamagishi et al.
INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China
Conference papers hal-02610447v2
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Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?

Brij Mohan Lal Srivastava , Aurélien Bellet , Marc Tommasi , Emmanuel Vincent
INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria
Conference papers hal-02166434v1
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Personalized and Private Peer-to-Peer Machine Learning

Aurélien Bellet , Rachid Guerraoui , Mahsa Taziki , Marc Tommasi
AISTATS 2018 - 21st International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain. pp.1-20
Conference papers hal-01745796v1

Communication-Efficient Decentralized Boosting while Discovering the Collaboration Graph

Valentina Zantedeschi , Aurélien Bellet , Marc Tommasi
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
Conference papers hal-02166758v1
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Decentralized Collaborative Learning of Personalized Models over Networks

Paul Vanhaesebrouck , Aurélien Bellet , Marc Tommasi
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2017, Fort Lauderdale, Florida., United States
Conference papers hal-01533182v1

Personalized and Private Peer-to-Peer Machine Learning

Aurélien Bellet , Rachid Guerraoui , Mahsa Taziki , Marc Tommasi
NIPS 2017 - Workshop on Machine Learning on the Phone and other Consumer Devices, Dec 2017, Long Beach, United States
Conference papers hal-01665422v1
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Hypernode Graphs for Spectral Learning on Binary Relations over Sets

Thomas Ricatte , Rémi Gilleron , Marc Tommasi
ECML/PKDD - 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2014, Nancy, France
Conference papers hal-01017025v1
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Clustering Spectral avec Contraintes de Paires réglées par Noyaux Gaussiens

David Chatel , Pascal Denis , Marc Tommasi
CAP 2014, Jul 2014, Saint-Etienne, France
Conference papers hal-01105339v1
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Hypernode Graphs for Spectral Learning on Binary Relations over Sets

Thomas Ricatte , Rémi Gilleron , Marc Tommasi
Conférence Francophone sur l'Apprentissage Automatique (Cap 2014), Jul 2014, Saint-Etienne, France. ⟨10.1007/978-3-662-44851-9_42⟩
Conference papers hal-01104618v1
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Learning Sequential Tree-to-Word Transducers

Grégoire Laurence , Aurélien Lemay , Joachim Niehren , Slawomir Staworko , Marc Tommasi et al.
8th International Conference on Language and Automata Theory and Applications, Mar 2014, Madrid, Spain
Conference papers hal-00912969v1
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Fast Gaussian Pairwise Constrained Spectral Clustering

David Chatel , Pascal Denis , Marc Tommasi
ECML/PKDD - 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2014, Nancy, France. pp.242 - 257, ⟨10.1007/978-3-662-44848-9_16⟩
Conference papers hal-01017269v1
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Learning from Multiple Graphs using a Sigmoid Kernel

Thomas Ricatte , Gemma C. Garriga , Rémi Gilleron , Marc Tommasi
The 12th International Conference on Machine Learning and Applications (ICMLA'13), Dec 2013, Miami, United States
Conference papers hal-00913237v1
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Spectral Estimation of Conditional Random Graph Models for Large-Scale Network data

Antonino Freno , Mikaela Keller , Gemma C. Garriga , Marc Tommasi
UAI 2012 - 28th Conference on Uncertainty in Artificial Intelligence, 2012, Avalon, United States
Conference papers hal-00714446v1
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Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling

Antonino Freno , Mikaela Keller , Marc Tommasi
Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States
Conference papers hal-00750345v1
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Normalization of Sequential Top-Down Tree-to-Word Transducers

Grégoire Laurence , Aurélien Lemay , Joachim Niehren , Slawomir Staworko , Marc Tommasi et al.
5th International Conference on Language Automata Theory and Appliciations, May 2011, Tarragona, Spain
Conference papers inria-00566291v1
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Relevant Representations for the Inference of Rational Stochastic Tree Languages

François Denis , Edouard Gilbert , Amaury Habrard , Faïssal Ouardi , Marc Tommasi et al.
International Colloquium on Grammatical Inference, 2008, St Malo, France. pp.57-70
Conference papers hal-00293511v3

Automatic Wrapper Induction from Hidden-Web Sources with Domain Knowledge

Marc Tommasi , Rémi Gilleron , Pierre Senellart , Avin Mittal , Daniel Muschick et al.
International Workshop on Web information and data managment, Oct 2008, Napa, United States. pp.9-16
Conference papers inria-00337098v1
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On Probability Distributions for Trees: Representations, Inference and Learning

François Denis , Amaury Habrard , Rémi Gilleron , Marc Tommasi , Édouard Gilbert et al.
NIPS Workshop on Representations and Inference on Probability Distributions, Dec 2007, Whistler, Canada
Conference papers inria-00294636v1

XML Document Transformation with Conditional Random Fields

Rémi Gilleron , Florent Jousse , Isabelle Tellier , Marc Tommasi
INEX 2006, Dec 2006, Dagstuhl, Germany
Conference papers inria-00147052v1
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Interactive Tuples Extraction from Semi-Structured Data

Rémi Gilleron , Patrick Marty , Fabien Torre , Marc Tommasi
Web Intelligence, Dec 2006, Hong Kong, China
Conference papers inria-00581253v1
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Conditional Random Fields for XML Trees

Florent Jousse , Rémi Gilleron , Isabelle Tellier , Marc Tommasi
Workshop on Mining and Learning in Graphs, Sep 2006, Berlin, Germany
Conference papers inria-00118761v1
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Champs Conditionnels Aléatoires pour l'Annotation d'Arbres

Florent Jousse , Rémi Gilleron , Isabelle Tellier , Marc Tommasi
CAp 2006, May 2006, Trégastel, France
Conference papers inria-00117014v1
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Querying Unranked Trees with Stepwise Tree Automata

Julien Carme , Joachim Niehren , Marc Tommasi
19th International Conference on Rewriting Techniques and Applications, 2004, Aachen, Georgia. pp.105--118
Conference papers inria-00536529v1
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Residual Finite Tree Automata

Julien Carme , Rémi Gilleron , Marc Tommasi , Alain Terlutte , Aurélien Lemay et al.
7th International Conference on Developments in Language Theory, Jul 2003, Szeged, Hungary, Hungary. pp.171 -- 182
Conference papers inria-00091272v2
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Learning Multi-label Alternating Decision Trees from Texts and Data

Françesco de Comite , Rémi Gilleron , Marc Tommasi
International Conference on Machine Learning and Data Mining, 2003, Leipzig, Georgia. pp.35-49
Conference papers inria-00536733v1

Text Classification from Positive and Unlabeled Examples

François Denis , Rémi Gilleron , Marc Tommasi
Proceedings of the 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'02, 2002, Grenoble, France. pp.1927--1934
Conference papers inria-00538889v1

Homomorphisms and concurrent term rewriting

Franck Seynhaeve , Sophie Tison , Marc Tommasi
FCT 1999 - International Symposium on Fundamentals of Computation Theory, Aug 1999, Iasi, Romania. pp.475-487, ⟨10.1007/3-540-48321-7_40⟩
Conference papers hal-02193779v1

Deciding the Satisfiability of Quantifier free Formulae on One-Step Rewriting

Anne-Cécile Caron , Franck Seynhaeve , Sophie Tison , Marc Tommasi
Rewriting Techniques and Applications, 10th International Conference, RTA-99, Trento, Italy, July 2-4, 1999, Proceedings, 1999, Unknown, Unknown Region. pp.103--117, ⟨10.1007/3-540-48685-2_9⟩
Conference papers hal-01820502v1

Some new Decidability Results on Positive and Negative Set Constraints

Rémi Gilleron , Sophie Tison , Marc Tommasi
Proceedings of First International Conference on Constraints in Computational Logics, CCL'94, 1994, Munich, Germany. pp.336--351
Conference papers inria-00538880v1

Solving Systems of Set Constraints using Tree Automata

Rémi Gilleron , Sophie Tison , Marc Tommasi
Proceedings of the 10th Annual Symposium on Theoretical Aspects of Computer Science, STACS'93, 1993, Würzburg, Germany. pp.505--514
Conference papers inria-00538878v1

Solving Systems of Set Constraints with Negated Subset Relationships

Rémi Gilleron , Sophie Tison , Marc Tommasi
Proceedings of the $34^th$ Symposium on Foundations of Computer Science, FOCS'93, 1993, Palo Alto California, United States. pp.372--380
Conference papers inria-00538879v1
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Hypernode Graphs for Learning from Binary Relations between Groups in Networks

Thomas Ricatte , Rémi Gilleron , Marc Tommasi
Networks: From Graphs to Rich Data, NIPS Workshop., Dec 2014, Montreal, Canada. , 2014
Conference poster hal-01088036v1

Champs Markoviens Conditionnels pour l'extraction d'information

Isabelle Tellier , Marc Tommasi
Eric Gaussier and François Yvon. Modèles probabilistes pour l'accès à l'information textuelle, Hermès, pp.223-267, 2011
Book sections inria-00514525v1
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Structures arborescentes et apprentissage automatique

Marc Tommasi
Autre [cs.OH]. Université Charles de Gaulle - Lille III, 2006
Habilitation à diriger des recherches tel-00117063v1