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ParaMiner: a Generic Pattern Mining Algorithm for Multi-Core Architectures

Benjamin Negrevergne , Alexandre Termier , Marie-Christine Rousset , Jean-François Mehaut
Data Mining and Knowledge Discovery, 2014, 28 (3), pp.595-633. ⟨10.1007/s10618-013-0313-2⟩
Journal articles hal-00923535v1
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Robust Neural Networks using Randomized Adversarial Training

Alexandre Araujo , Laurent Meunier , Rafael Pinot , Benjamin Negrevergne
2020
Preprints, Working Papers, ... hal-02380184v2
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Advocating for Multiple Defense Strategies against Adversarial Examples

Alexandre Araujo , Laurent Meunier , Rafael Pinot , Benjamin Negrevergne
Workshop on Machine Learning for CyberSecurity (MLCS@ECML-PKDD), Sep 2020, Ghent, Belgium
Conference papers hal-03118649v1
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PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns

Anne Laurent , Benjamin Negrevergne , Nicolas Sicard , Alexandre Termier
DASFAA: Database Systems for Advanced Applications, Apr 2010, Tsukuba, Japan. pp.78-84, ⟨10.1007/978-3-642-12026-8_8⟩
Conference papers istex hal-00788890v1
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Fréchet Mean Computation in Graph Space through Projected Block Gradient Descent

Nicolas Boria , Benjamin Negrevergne , Florian Yger
ESANN 2020, 2020, Bruges, France
Conference papers hal-02895832v1
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Training compact deep learning models for video classification using circulant matrices

Alexandre Araujo , Benjamin Negrevergne , Yann Chevaleyre , Jamal Atif
European Conference on Computer Vision, 2018, pp.271-286. ⟨10.1007/978-3-030-11018-5_25⟩
Journal articles hal-02010093v1

ParaMiner: a Generic Parallel Pattern Mining Algorithm

Benjamin Negrevergne , Alexandre Termier , Marie-Christine Rousset , Jean-François Mehaut
[Research Report] RR-LIG-012, 2011
Reports hal-00788812v1
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PGLCM: efficient parallel mining of closed frequent gradual itemsets

Trong Dinh Thac Do , Alexandre Termier , Anne Laurent , Benjamin Negrevergne , Behrooz Omidvar Tehrani et al.
Knowledge and Information Systems (KAIS), 2015, 43 (3), pp.497-527. ⟨10.1007/s10115-014-0749-8⟩
Journal articles lirmm-01381085v1

Discovering Closed Frequent Itemsets on Multicore: Parallelizing Computations and Optimizing Memory Accesses

Benjamin Negrevergne , Alexandre Termier , Jean-François Mehaut , Takeaki Uno
Proceedings of HPCS (Intl. Conference on High Performance Computing and Simulation), Special Session on High Performnce Parallel and Distribuated Data Mining, 2010, Caen, France. pp.521-528, ⟨10.1109/HPCS.2010.5547082⟩
Conference papers hal-00788879v1
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On the expressivity of bi-Lipschitz normalizing flows

Alexandre Vérine , Benjamin Negrevergne , Fabrice Rossi , Yann Chevaleyre
ACML 2022 - 14th Asian Conference on Machine Learning,, Dec 2022, Hyderabad, India
Conference papers hal-03906979v1
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Understanding and Training Deep Diagonal Circulant Neural Networks

Alexandre Araujo , Benjamin Negrevergne , Yann Chevaleyre , Jamal Atif
24th European Conference on Artificial Intelligence (ECAI), Jul 2020, Santiago, Spain
Conference papers hal-03916848v1
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Expert Opinion Extraction from a Biomedical Database

Ahmed Samet , Thomas Guyet , Benjamin Negrevergne , Tien-Tuan Dao , Tuan Nha Hoang et al.
Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), Jul 2017, Lugano, Switzerland. pp.1 - 12, ⟨10.1016/S0888-613X(02)00066-X⟩
Conference papers hal-01584984v1
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Mining rare sequential patterns with ASP

Ahmed Samet , Thomas Guyet , Benjamin Negrevergne
ILP 2017 - 27th International Conference on Inductive Logic Programming, Sep 2017, Orléans, France
Conference papers hal-01569582v1
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PGP-mc : extraction parallèle efficace de motifs graduels

Anne Laurent , Benjamin Negrevergne , Nicolas Sicard , Alexandre Termier
Revue des Nouvelles Technologies de l'Information, 2010, Extraction et gestion des connaissances (EGC 2010), RNTI-E-19, pp.453-464
Journal articles hal-00788891v1

Découverte d'itemsets fréquents fermés sur architecture multicoeurs

Benjamin Negrevergne , Jean-François Mehaut , Alexandre Termier , Takeaki Uno
EGC (Extraction et Gestion des Connaissances), 2010, Hammamet, Tunisie. pp.465-470
Conference papers hal-00788880v1

HLCM: a first experiment on parallel data mining with Haskell

Alexandre Termier , Benjamin Negrevergne , Simon Marlow , Satnam Singh
[Research Report] RR-LIG-009, 2011
Reports hal-00788816v1
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Detecting strategic moves in HearthStone matches

Boris Doux , Clément Gautrais , Benjamin Negrevergne
Machine Learning and Data Mining for Sports Analytics Workshop of ECML/PKDD, Sep 2016, Riva del Garda, Italy
Conference papers hal-01412432v1

On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory

Alexandre Araujo , Benjamin Negrevergne , Yann Chevaleyre , Jamal Atif
35th AAAI Conference on Artificial Intelligence, Feb 2021, vancouver, Canada
Conference papers hal-03107420v1
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Monte Carlo Graph Coloring

Tristan Cazenave , Benjamin Negrevergne , Florian Sikora
Monte Carlo Search 2020, IJCAI Workshop, 2020, Yokohama (virtual), Japan
Conference papers hal-03118170v1
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Recognizing Art Style Automatically with deep learning

Adrian Lecoutre , Benjamin Negrevergne , Florian Yger
Proceedings of Machine Learning Research, 2017, 77, pp.327 - 342
Journal articles hal-02004781v1

On the Expressive Power of Deep Fully Circulant Neural Networks

Alexandre Araujo , Benjamin Negrevergne , Yann Chevaleyre , Jamal Atif
2019
Preprints, Working Papers, ... hal-02078318v1