An Experimental Comparison of Hybrid Algorithms for Bayesian Network Structure Learning
Maxime Gasse
,
Alex Aussem
,
Haytham Elghazel
Article dans une revue
hal-01122771v1
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Accelerating Plane Wave Imaging through Deep Learning-Based Reconstruction: An Experimental Study
Maxime Gasse
,
Fabien Millioz
,
Emmanuel Roux
,
Hervé Liebgott
,
Denis Friboulet
2017 IEEE International Ultrasonic Symposium (IUS) , Sep 2017, Washington, United States
Communication dans un congrès
hal-01609173v1
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A hybrid algorithm for Bayesian network structure learning with application to multi-label learning
Maxime Gasse
,
Alex Aussem
,
Haytham Elghazel
Article dans une revue
hal-01153255v1
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F-Measure Maximization in Multi-Label Classification with Conditionally Independent Label Subsets
Maxime Gasse
,
Alex Aussem
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases , Sep 2016, Riva del garda, Italy. pp.619 - 631,
⟨10.1007/978-3-319-46128-1_39⟩
Communication dans un congrès
hal-01425528v1
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On the use of binary stochastic autoencoders for multi-label classification under the zero-one loss
Denis Lecoeuche
,
Alex Aussem
,
Maxime Gasse
Article dans une revue
hal-02042711v1
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Identifying the irreducible disjoint factors of a multivariate probability distribution.
Maxime Gasse
,
Alex Aussem
Probabilistic Graphical Models , Sep 2016, Lugano, Switzerland. pp.183 - 194
Communication dans un congrès
hal-01425447v1
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On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property
Maxime Gasse
,
Alex Aussem
,
Haytham Elghazel
International Conference on Machine Learning , Jul 2015, Lille, France. pp.2531--2539
Communication dans un congrès
hal-01234346v1
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High-Quality Plane Wave Compounding using Convolutional Neural Networks
Maxime Gasse
,
Fabien Millioz
,
Emmanuel Roux
,
Damien Garcia
,
Hervé Liebgott
,
et al.
Article dans une revue
hal-01596034v1
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Analysis of risk factors of hip fracture with causal Bayesian networks
Alex Aussem
,
Pascal Caillet
,
Sarah Klemm
,
Maxime Gasse
,
Anne-Marie Schott
,
et al.
International Work-Conference on Bioinformatics and Biomedical Engineering , Apr 2014, Grenade, Spain. pp.1074-1085
Communication dans un congrès
hal-01326485v1
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