Marc Tommasi
22
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.
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Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral TheoryJournal of Machine Learning Research, 2020, 21, pp.1 - 18
Article dans une revue
hal-02566930v1
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Set constraints and automataInformation and Computation, 1999, 149 (1), pp.1--41
Article dans une revue
inria-00538886v1
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Hypernode Graphs for Spectral Learning on Binary Relations over SetsConférence 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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Hypernode Graphs for Spectral Learning on Binary Relations over SetsECML/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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Learning from Multiple Graphs using a Sigmoid KernelThe 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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Automatic Wrapper Induction from Hidden-Web Sources with Domain KnowledgeInternational 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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On Probability Distributions for Trees: Representations, Inference and LearningNIPS 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 TreesWorkshop 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'ArbresCAp 2006, May 2006, Trégastel, France
Communication dans un congrès
inria-00117014v1
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XML Document Transformation with Conditional Random FieldsINEX 2006, Dec 2006, Dagstuhl, Germany
Communication dans un congrès
inria-00147052v1
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Interactive Tuples Extraction from Semi-Structured DataWeb Intelligence, Dec 2006, Hong Kong, China
Communication dans un congrès
inria-00581253v1
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Residual Finite Tree Automata7th 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 DataInternational Conference on Machine Learning and Data Mining, 2003, Leipzig, Georgia. pp.35-49
Communication dans un congrès
inria-00536733v1
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Text Classification from Positive and Unlabeled ExamplesProceedings 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
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Some new Decidability Results on Positive and Negative Set ConstraintsProceedings of First International Conference on Constraints in Computational Logics, CCL'94, 1994, Munich, Germany. pp.336--351
Communication dans un congrès
inria-00538880v1
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Solving Systems of Set Constraints using Tree AutomataProceedings 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
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Solving Systems of Set Constraints with Negated Subset RelationshipsProceedings 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[Research Report] INRIA Lille. 2015
Rapport
hal-01247103v1
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A Spectral Framework for a Class of Undirected Hypergraphs[Research Report] 2013
Rapport
hal-00914286v2
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Series, Weighted Automata, Probabilistic Automata and Probability Distributions for Unranked Trees.[Research Report] RR-7200, INRIA. 2010, pp.23
Rapport
inria-00455955v2
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Conditional Random Fields for XML Applications[Research Report] RR-6738, INRIA. 2008
Rapport
inria-00342279v1
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