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Marc Tommasi

68
Documents

Présentation

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
Proceedings on Privacy Enhancing Technologies, 2023, 2023 (1), ⟨10.48550/arXiv.2202.11823⟩
Article dans une revue hal-03588932v1
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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-03905917v1
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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
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, ⟨10.1109/TASLP.2022.3190741⟩
Article dans une revue hal-03197376v3

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-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
Article dans une revue 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
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-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⟩
Article dans une revue 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⟩
Article dans une revue hal-02193758v1

Set constraints and automata

 Rémi Gilleron , Sophie Tison , Marc Tommasi
Information and Computation, 1999, 149 (1), pp.1--41
Article dans une revue inria-00538886v1
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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
Communication dans un congrès hal-03714465v3
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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-03902203v2
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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-03905091v2
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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-03539741v1

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
NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès hal-03900026v1
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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-03706944v1
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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-03539742v2
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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-03626964v1
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Enhancing speech privacy with slicing

 Mohamed Maouche , Brij Mohan Lal Srivastava , Nathalie Vauquier , Aurélien Bellet , Marc Tommasi
Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea
Communication dans un congrès 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
Communication dans un congrès hal-03424974v3
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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-03369206v1
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A comparative study of speech anonymization metrics

 Mohamed Maouche , Brij Mohan Lal Srivastava , Nathalie Vauquier , Aurélien Bellet , Marc Tommasi
INTERSPEECH 2020, Oct 2020, Shanghai, China
Communication dans un congrès hal-02907918v1
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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-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
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-02355115v2
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Design Choices for X-vector Based Speaker Anonymization

 Brij Mohan Lal Srivastava , Natalia Tomashenko , Xin Wang , Emmanuel Vincent , Junichi Yamagishi
INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China
Communication dans un congrès 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
Communication dans un congrès 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
Communication dans un congrès 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
Communication dans un congrès 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
Communication dans un congrès 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
Communication dans un congrès 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
Communication dans un congrès hal-01017025v1
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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-01104618v1
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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-01105339v1
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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-01017269v1
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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-00912969v1
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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-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
Communication dans un congrès 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
Communication dans un congrès 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
5th International Conference on Language Automata Theory and Appliciations, May 2011, Tarragona, Spain
Communication dans un congrès inria-00566291v1

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-00337098v1
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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-00293511v3
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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-00294636v1
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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-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
Communication dans un congrès inria-00117014v1

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-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
Communication dans un congrès inria-00581253v1
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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-00536529v1
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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-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
Communication dans un congrès 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
Communication dans un congrès inria-00538889v1

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 hal-01820502v1

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 hal-02193779v1

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-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
Communication dans un congrès 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
Communication dans un congrès 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
Poster de conférence hal-01088036v1
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Tree Automata Techniques and Applications

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

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-00514525v1

L’apprentissage automatique : le diable n’est pas dans l’algorithme

 Philippe Preux , Marc Tommasi , Thierry Viéville , Colin de La Higuera
2015
Autre publication scientifique hal-01246178v1

Sequential Tree-to-Word Transducers: Normalization, Minimization, and Learning

 Grégoire Laurence , Aurélien Lemay , Joachim Niehren , Slawomir Staworko , Marc Tommasi
2015
Autre publication scientifique hal-01186993v1
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Probability Estimation over Large-Scale Random Networks via the Fiedler Delta Statistic

 Antonino Freno , Mikaela Keller , Marc Tommasi
2013
Pré-publication, Document de travail hal-00922432v1
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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 hal-02166433v1
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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 hal-01665410v1
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Decentralized Collaborative Learning of Personalized Models over Networks

 Paul Vanhaesebrouck , Aurélien Bellet , Marc Tommasi
[Research Report] INRIA Lille. 2016
Rapport hal-01383544v1
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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 hal-01247103v1
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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 hal-00914286v2
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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 inria-00455955v2
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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 inria-00342279v1
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Structures arborescentes et apprentissage automatique

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