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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
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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
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Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data

Batiste Le Bars , Aurélien Bellet , Marc Tommasi , Erick Lavoie , Anne-Marie Kermarrec
Preprints, Working Papers, ... hal-03905091v1
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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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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

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
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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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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

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

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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Probability Estimation over Large-Scale Random Networks via the Fiedler Delta Statistic

Antonino Freno , Mikaela Keller , Marc Tommasi
Preprints, Working Papers, ... hal-00922432v1
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Learning Sequential Tree-to-Word Transducers

Grégoire Laurence , Aurélien Lemay , Joachim Niehren , Slawomir Staworko , Marc Tommasi
8th International Conference on Language and Automata Theory and Applications, Mar 2014, Madrid, Spain
Conference papers hal-00912969v1
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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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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, ⟨10.1109/TASLP.2022.3190741⟩
Journal articles hal-03197376v3
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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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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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Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition

Salima Mdhaffar , Jean-François Bonastre , Marc Tommasi , Natalia Tomashenko , Yannick Estève
IEEE ICASSP 2022, 2022, Singapour, Singapore
Conference papers hal-03539741v1

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
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Fast and Differentially Private Algorithms for Decentralized Collaborative Machine Learning

Aurélien Bellet , Rachid Guerraoui , Mahsa Taziki , Marc Tommasi
[Research Report] INRIA Lille. 2017, pp.1-18
Reports hal-01665410v1

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

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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Decentralized Collaborative Learning of Personalized Models over Networks

Paul Vanhaesebrouck , Aurélien Bellet , Marc Tommasi
[Research Report] INRIA Lille. 2016
Reports hal-01383544v1
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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
JEP 2022, Jun 2022, île de Noirmoutier, France
Conference papers hal-03706944v1
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Tree Automata Techniques and Applications

Hubert Comon , Max Dauchet , Rémi Gilleron , Florent Jacquemard , Denis Lugiez , et al.
pp.262, 2008
Books hal-03367725v1

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

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

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
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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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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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Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

Valentina Zantedeschi , Aurélien Bellet , Marc Tommasi
[Research Report] Inria. 2019
Reports hal-02166433v1