Marc Tommasi

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Documents

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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), ⟨10.48550/arXiv.2202.11823⟩
Article dans une revue hal-03588932 v1
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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⟩
Article dans une revue hal-03197376 v3
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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 Journal, 2022
Article dans une revue hal-03905917 v1

Enabling voice-based apps with European values

Akira Campbell , Thomas Kleinbauer , Marc Tommasi , Emmanuel Vincent
ERCIM News, 2021, 126, pp.38-39
Article dans une revue hal-03476390 v1
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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
Article dans une revue hal-02566930 v1

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⟩
Article dans une revue hal-01657960 v1

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⟩
Article dans une revue hal-02193763 v1

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⟩
Article dans une revue hal-02193758 v1

Set constraints and automata

Rémi Gilleron , Sophie Tison , Marc Tommasi
Information and Computation, 1999, 149 (1), pp.1--41
Article dans une revue inria-00538886 v1
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Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization

Natalia Tomashenko , Emmanuel Vincent , Marc Tommasi
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), Apr 2025, Hyderabad, India. ⟨10.1109/ICASSP49660.2025.10887896⟩
Communication dans un congrès hal-04853872 v1
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Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Batiste Le Bars , Aurélien Bellet , Marc Tommasi , Kevin Scaman , Giovanni Neglia
ICML 2024 - The Forty-first International Conference on Machine Learning, Jul 2024, Vienne, Austria
Communication dans un congrès hal-04611418 v1
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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
Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023, Valencia, Spain, Spain
Communication dans un congrès hal-03905091 v2
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High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent

Paul Mangold , Aurélien Bellet , Joseph Salmon , Marc Tommasi
AISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain. pp.4894-4916
Communication dans un congrès hal-03714465 v3
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Differential Privacy has Bounded Impact on Fairness in Classification

Paul Mangold , Michaël Perrot , Aurélien Bellet , Marc Tommasi
International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès hal-03902203 v2

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
Communication dans un congrès hal-03900026 v1
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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
Communication dans un congrès hal-03706944 v1
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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
Communication dans un congrès hal-03539741 v1
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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
Communication dans un congrès hal-03424974 v3
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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
Communication dans un congrès hal-03369137 v2
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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
Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France
Communication dans un congrès hal-03626964 v1
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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
ICASSP 2022, 2022, Singapour, Singapore
Communication dans un congrès hal-03539742 v2
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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⟩
Communication dans un congrès hal-03369206 v1
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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
Communication dans un congrès hal-02907918 v1
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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
Communication dans un congrès hal-02610447 v2
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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
Communication dans un congrès hal-02355115 v2
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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
Communication dans un congrès hal-03100057 v1
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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
Communication dans un congrès hal-02166434 v1
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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
Communication dans un congrès hal-01745796 v1

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
Communication dans un congrès hal-02166758 v1
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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
Communication dans un congrès hal-01533182 v1

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
Communication dans un congrès hal-01665422 v1
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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
Communication dans un congrès hal-01017025 v1
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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
Communication dans un congrès hal-01105339 v1
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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⟩
Communication dans un congrès hal-01104618 v1
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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
Communication dans un congrès hal-00912969 v1
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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⟩
Communication dans un congrès hal-01017269 v1
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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
Communication dans un congrès hal-00913237 v1
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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
Communication dans un congrès hal-00714446 v1
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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
Communication dans un congrès hal-00750345 v1
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Normalization of Sequential Top-Down Tree-to-Word Transducers

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

François Denis , Edouard Gilbert , Amaury Habrard , Faïssal Ouardi , Marc Tommasi
International Colloquium on Grammatical Inference, 2008, St Malo, France. pp.57-70
Communication dans un congrès hal-00293511 v3

Automatic Wrapper Induction from Hidden-Web Sources with Domain Knowledge

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

François Denis , Amaury Habrard , Rémi Gilleron , Marc Tommasi , Édouard Gilbert
NIPS Workshop on Representations and Inference on Probability Distributions, Dec 2007, Whistler, Canada
Communication dans un congrès inria-00294636 v1
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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
Communication dans un congrès inria-00118761 v1
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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
Communication dans un congrès inria-00117014 v1
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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
Communication dans un congrès inria-00581253 v1

XML Document Transformation with Conditional Random Fields

Rémi Gilleron , Florent Jousse , Isabelle Tellier , Marc Tommasi
INEX 2006, Dec 2006, Dagstuhl, Germany
Communication dans un congrès inria-00147052 v1
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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
Communication dans un congrès inria-00536529 v1
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Residual Finite Tree Automata

Julien Carme , Rémi Gilleron , Marc Tommasi , Alain Terlutte , Aurélien Lemay
7th International Conference on Developments in Language Theory, Jul 2003, Szeged, Hungary, Hungary. pp.171 -- 182
Communication dans un congrès inria-00091272 v2
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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
Communication dans un congrès inria-00536733 v1

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
Communication dans un congrès inria-00538889 v1

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⟩
Communication dans un congrès istex hal-02193779 v1

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⟩
Communication dans un congrès istex hal-01820502 v1

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
Communication dans un congrès inria-00538880 v1

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
Communication dans un congrès inria-00538878 v1

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
Communication dans un congrès inria-00538879 v1
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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
Poster de conférence hal-01088036 v1

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
Chapitre d'ouvrage inria-00514525 v1
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Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

Valentina Zantedeschi , Aurélien Bellet , Marc Tommasi
[Research Report] Inria. 2019
Rapport (rapport de recherche) hal-02166433 v1
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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
Rapport (rapport de recherche) hal-01665410 v1
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Decentralized Collaborative Learning of Personalized Models over Networks

Paul Vanhaesebrouck , Aurélien Bellet , Marc Tommasi
[Research Report] INRIA Lille. 2016
Rapport (rapport de recherche) hal-01383544 v1
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Hypernode Graphs for Learning from Binary Relations between Groups in Networks

Thomas Ricatte , Rémi Gilleron , Marc Tommasi
[Research Report] INRIA Lille. 2015
Rapport (rapport de recherche) hal-01247103 v1
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A Spectral Framework for a Class of Undirected Hypergraphs

Thomas Ricatte , Gemma C. Garriga , Rémi Gilleron , Marc Tommasi
[Research Report] 2013
Rapport (rapport de recherche) hal-00914286 v2
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Series, Weighted Automata, Probabilistic Automata and Probability Distributions for Unranked Trees.

Édouard Gilbert , Rémi Gilleron , Marc Tommasi
[Research Report] RR-7200, INRIA. 2010, pp.23
Rapport (rapport de recherche) inria-00455955 v2
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Conditional Random Fields for XML Applications

Rémi Gilleron , Florent Jousse , Marc Tommasi , Isabelle Tellier
[Research Report] RR-6738, INRIA. 2008
Rapport (rapport de recherche) inria-00342279 v1
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Structures arborescentes et apprentissage automatique

Marc Tommasi
Autre [cs.OH]. Université Charles de Gaulle - Lille III, 2006
HDR tel-00117063 v1