Navigation par Discipline "Informatique [cs]/Apprentissage [cs.LG]"
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Log Data Preparation for Predicting Critical Errors Occurrences
(2021-03-29)Chapitre d'ouvrage -
Assessment of Machine Learning algorithms for predicting autoignition and ignition delay time in microscale supercritical water oxidation process
(Fuel. vol. 352, pp. 129098, 2023)Article de revue -
Applications of machine learning in supercritical fluids research
(Journal of Supercritical Fluids. vol. 202, pp. 106051, 2023)Article de revue -
Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations
(ACCV, AU, Perth)Communication dans un congrès avec actes -
3D time-lapse imaging of a mouse embryo using intensity diffraction tomography embedded inside a deep learning framework
(Applied optics. vol. 61, n° 12, pp. 3337, 2022)Article de revue -
Finding and identifying the viral needle in the metagenomic haystack: Trends and Challenges
(Frontiers in Microbiology. vol. 5, pp. 5:739, 2014-12-05)Article de revue -
Machine learning based models for accessing thermal conductivity of liquids at different temperature conditions
(SAR and QSAR in Environmental Research. vol. 34, n° 8, pp. 605-617, 2023)Article de revue -
Risk estimation for matrix recovery with spectral regularization
Communication dans un congrès -
Optimization of the Hölder Image Descriptor using a Genetic Algorithm
Communication dans un congrès -
Poisson noise reduction with non-local PCA
(Journal of Mathematical Imaging and Vision. vol. 48, n° 2, pp. 279-294, 2014-02-01)Article de revue -
Riemannian data-dependent randomized smoothing for neural networks certification
Communication dans un congrès -
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
Communication dans un congrès -
Wasserstein Generative Models for Patch-based Texture Synthesis
Communication dans un congrès -
New Clustering methods for interval data
(Computational Statistics. vol. 21, pp. 211-229, 2006)Article de revue -
DIVCLUS-T: a monothetic divisive hierarchical clustering method
(Computational Statistics and Data Analysis. vol. 52, n° 2, pp. 687-701, 2007)Article de revue -
Training on the Edge: The why and the how
Communication dans un congrès -
Adaptative Hausdorff Distances and Dynamic Clustering of Symbolic Interval Data
(Pattern Recognition Letters. vol. 27, n° 3, pp. 167-179, 2006)Article de revue -
Regularized Optimal Transport and the ROT Mover's Distance
(Journal of Machine Learning Research, 2018)Article de revue -
EEG Feature Extraction using Genetic Programming for the Classification of Mental States (under review GPEM)
Document de travail - Pré-publication -
SymPy: Symbolic computing in Python
(PeerJ Computer Science. n° 3, pp. e103, 2017)Article de revue