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A discrete version of CMA-ES

Eric Benhamou , Jamal Atif , Rida Laraki
2019
Preprints, Working Papers, ... hal-02011531v2
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Online learning of acyclic conditional preference networks from noisy data

Fabien Labernia , Bruno Zanuttini , Brice Mayag , Florian Yger , Jamal Atif et al.
ICDM 2017, 2017, New Orleans, États-Unis. ⟨10.1109/ICDM.2017.34⟩
Conference papers hal-02074110v1

Efficient Semantic Tableau Generation for Abduction in Propositional Logic

Yifan Yang , Ricardo de Aldama , Jamal Atif , Isabelle Bloch
22nd European Conference on Artificial Intelligence (ECAI 16), Sep 2016, The Hague, Netherlands. pp.1756-1757, ⟨10.3233/978-1-61499-672-9-1756⟩
Conference papers hal-01439289v1

A fuzzy extension of explanatory relations based on mathematical morphology

Jamal Atif , Isabelle Bloch , Felix Distel , Céline Hudelot
EUSFLAT 2013, Sep 2013, Milano, Italy. pp.244--351, ⟨10.2991/eusflat.2013.41⟩
Conference papers hal-00862605v1
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3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models

Hassan Khotanlou , Olivier Colliot , Jamal Atif , Isabelle Bloch
Fuzzy Sets and Systems, 2009, 160 (10), ⟨10.1016/j.fss.2008.11.016⟩
Journal articles hal-01251278v1
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Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations

Yoann Isaac , Quentin Barthélemy , Cedric Gouy-Pailler , Michèle Sebag , Jamal Atif et al.
Signal Processing, 2017, 130, pp.389-402. ⟨10.1016/j.sigpro.2016.07.013⟩
Journal articles hal-01448305v1
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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
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Généralisation des micro-états EEG par apprentissage régularisé temporellement de dictionnaires topographiques

Yoann Isaac , Quentin Barthélemy , Cedric Gouy-Pailler , Jamal Atif , Michèle Sebag et al.
Colloque Gretsi XXV, Sep 2015, Lyon, France
Conference papers hal-01200542v1

Query-based learning of acyclic conditional preference networks from contradictory preferences

Fabien Labernia , Florian Yger , Brice Mayag , Jamal Atif
EURO journal on decision processes, 2018, 6 (1-2), pp.39-59. ⟨10.1007/s40070-017-0070-3⟩
Journal articles hal-02918275v1
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On the need for metrics in dictionary learning assessment

Sylvain Chevallier , Quentin Barthélemy , Jamal Atif
22nd European Signal Processing Conference (EUSIPCO) , Sep 2014, Lisbon, Portugal
Conference papers hal-01352054v1

Deep Reinforcement Learning (DRL) for portfolio allocatio

Eric Benhamou , David Saltiel , Jean-Jacques Ohana , Jamal Atif , Rida Laraki et al.
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Ghent, Belgium
Conference papers hal-03084813v1

Structured adaptive and random spinners for fast machine learning computations

Mariusz Bojarski , Anna Choromanska , Krzysztof Choromanski , Francois Fagan , Cedric Gouy-Pailler et al.
20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017), Apr 2017, Fort Lauderdale, Florida, United States. pp.1020-1029
Conference papers hal-02010086v1
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Query-based learning of acyclic conditional preference networks from noisy data

Fabien Labernia , Florian Yger , Brice Mayag , Jamal Atif
EURO journal on decision processes, 2018, 6 (1-2), ⟨10.1007/s40070-017-0070-3⟩
Journal articles hal-02074081v1

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

Deux approches pour la comparaison de relations spatiales floues. Transport optimal et morphologie mathématique

Isabelle Bloch , Jamal Atif
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2015, 29 (5), pp.595-619. ⟨10.3166/ria.29.595-619⟩
Journal articles hal-01444191v1

On the Expressive Power of Deep Fully Circulant Neural Networks

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

Estimating Surface Solar Irradiance from GOES Satellite with Particle Filter Model and Joint Probability Distribution

Laurent Linguet , Jamal Atif
Canadian Journal of Remote Sensing, 2015, 41 (2), pp.86-100. ⟨10.1080/07038992.2015.1040150⟩
Journal articles meteo-01304574v1
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BCMA-ES: a conjugate prior Bayesian optimization view

Eric Benhamou , David Saltiel , Rida Laraki , Jamal Atif
2020
Preprints, Working Papers, ... hal-02977523v1
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A new approach to learning in Dynamic Bayesian Networks (DBNs)

Eric Benhamou , Jamal Atif , Rida Laraki
2019
Preprints, Working Papers, ... hal-02011529v2

Classifier using Data Generation

Pierre Meriguet , Luis Tobias , Najib Gadi , Laurent D. Cohen , Jamal Atif et al.
United Kingdom, Patent n° : GB1900672.5. 2019
Patents hal-02281627v1

Sequential model-based segmentation and recognition of image structures driven by visual features and spatial relations

Geoffroy Fouquier , Jamal Atif , Isabelle Bloch
Computer Vision and Image Understanding, 2012, 116 (1), pp.46--165. ⟨10.1016/j.cviu.2011.09.004⟩
Journal articles hal-00862556v1

Abduction dans les logiques de description : apport de l'analyse formelle de concepts et de la morphologie mathématique

Jamal Atif , Céline Hudelot , Isabelle Bloch
Actes de l'atelier RTE : Représentation et Raisonnement sur le Temps et l'Espace (Atelier RTE 2011), 2011, France
Conference papers hal-00825224v1
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Multi-dimensional sparse structured signal approximation using split bregman iterations

Yoann Isaac , Quentin Barthélemy , Cedric Gouy-Pailler , Jamal Atif , Michèle Sebag et al.
ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.3826-3830
Conference papers hal-00862645v1

Fuzzy along spatial relation in 3D. Application to anatomical structures in maxillofacial CBCT

Timothée Evain , Xavier Ripoche , Jamal Atif , Isabelle Bloch
18th International Conference on Image Analysis and Processing (ICIAP), Sep 2015, Genoa, Italy. pp.271-281, ⟨10.1007/978-3-319-23231-7_25⟩
Conference papers hal-01464716v1
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Comparaison de relations spatiales floues - Approches par transport optimal et morphologie mathématique

Isabelle Bloch , Jamal Atif
Rencontres Francophones sur la Logique Floue et ses Applications - LFA, Oct 2014, Cargèse, France. pp.133-140
Conference papers hal-01172038v1

Graph-based Clustering under Differential Privacy

Rafael Pinot , Anne Morvan , Florian Yger , Cedric Gouy-Pailler , Jamal Atif et al.
Uncertainty in Artificial Intelligence (UAI 2018), Aug 2018, Monterley, California, United States. pp.132
Conference papers hal-02010071v1
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Theoretical evidence for adversarial robustness through randomization

Rafael Pinot , Laurent Meunier , Alexandre Araujo , Hisashi Kashima , Florian Yger et al.
33rd Conference on Neural Information Processing Systems (NIPS 2019), Dec 2019, Vancouver, Canada
Conference papers hal-02892188v1
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Integrated multimedia electronic patient record and graph-based image information for cerebral tumors

John Puentes , Bénédicte Batrancourt , Jamal Atif , Elsa Angelini , Laurent Lecornu et al.
Computers in Biology and Medicine, 2008, 38 (4), pp.425-437. ⟨10.1016/j.compbiomed.2008.01.009⟩
Journal articles hal-02118776v1

Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning

Céline Hudelot , Jamal Atif , Isabelle Bloch
Frontiers in Artificial Intelligence and Applications, Proceedings of ECAI 2010, 2010, Lisbon, Portugal. pp.497 - 502, ⟨10.3233/978-1-60750-606-5-497⟩
Conference papers hal-00825254v1

Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction

Marc Aiguier , Jamal Atif , Isabelle Bloch , Ramon Pino Perez
International Journal of Approximate Reasoning, 2018, 102, pp.1 - 20. ⟨10.1016/j.ijar.2018.07.014⟩
Journal articles hal-01858106v1