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ORCIDStéphane Chrétien
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2020 – today
- 2024
[j24]Jean Steve Tamo Tchomgui, Julien Jacques, Guillaume Fraysse, Vincent Barriac, Stéphane Chrétien:
A mixture of experts regression model for functional response with functional covariates. Stat. Comput. 34(5): 154 (2024)- [e2]Natalia Shakhovska, Michal Kovác, Ivan Izonin, Stéphane Chrétien:
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, Bratislava, Slovakia, November 17-19, 2023. CEUR Workshop Proceedings 3609, CEUR-WS.org 2024 [contents] - [i13]Florentin Goyens, Coralia Cartis, Stéphane Chrétien:
Registration of algebraic varieties using Riemannian optimization. CoRR abs/2401.08562 (2024) - [i12]Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon
, Rémi Vaucher:
Time topological analysis of EEG using signature theory. CoRR abs/2404.15328 (2024) - 2023
- [j23]Christophe Guyeux, Gaby Bou Tayeh, Abdallah Makhoul, Stéphane Chrétien, Julien Bourgeois, Jacques M. Bahi:
Using data science to predict firemen interventions: a case study. J. Supercomput. 79(7): 7160-7175 (2023) - [c24]Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher:
Leveraging the Power of Signatures for the Construction of Topological Complexes for the Analysis of Multivariate Complex Dynamics. COMPLEX NETWORKS (1) 2023: 283-294 - [c23]Hugo Attali, Adrien Guille, Stéphane Chrétien:
Amélioration de l'architecture GAT par la prise en compte de la courbure des arêtes du graphe. EGC 2023: 393-400 - [i11]Louis Andreoli, Stéphane Chrétien, Xavier Porte, Daniel Brunner:
Convergence and scaling of Boolean-weight optimization for hardware reservoirs. CoRR abs/2305.07908 (2023) - 2022
- [j22]Mohamed Ibrahim Assoweh, Stéphane Chrétien, Brahim Tamadazte:
Low tubal rank tensor recovery using the Bürer-Monteiro factorisation approach. Application to optical coherence tomography. J. Comput. Appl. Math. 410: 114086 (2022) - [j21]Ivan Izonin, Stéphane Chrétien, Ali Ebrahimnejad:
Special Issue on Safe and Reliable AI for Smart Sustainable Cities. Symmetry 14(2): 397 (2022) - [e1]Natalia Shakhovska, Stéphane Chrétien, Ivan Izonin, Jaime Campos:
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18 - 20, 2022. CEUR Workshop Proceedings 3302, CEUR-WS.org 2022 [contents] - 2021
- [j20]Stéphane Chrétien, Mihai Cucuringu, Guillaume Lecué, Lucie Neirac:
Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature. J. Mach. Learn. Res. 22: 230:1-230:64 (2021) - [j19]Manasavee Lohvithee, Wenjuan Sun, Stéphane Chrétien, Manuchehr Soleimani:
Ant Colony-Based Hyperparameter Optimisation in Total Variation Reconstruction in X-ray Computed Tomography. Sensors 21(2): 591 (2021) - [c22]Stéphane Chrétien, Oya Ekin Karasan, Ecenur Oguz, Mustafa Ç. Pinar:
The Quantile Matching Problem and Point Cloud Registration. ACDA 2021: 13-20 - [c21]Stéphane Chrétien, Emmanuel Caron:
Benign overfitting of fully connected Deep Nets: A Sobolev space viewpoint. ESANN 2021 - [c20]Stéphane Chrétien, Rémi Vaucher:
Signature Estimation and Signal Recovery Using Median of Means. GSI (2) 2021: 323-331 - 2020
- [c19]Stéphane Chrétien, Kavya Jagan:
Is spectral clustering mode preserving ? EGC 2020: 405-406 - [c18]Stéphane Chrétien, Benjamin Guedj:
Revisiting Clustering as Matrix Factorisation on the Stiefel Manifold. LOD (1) 2020: 1-12 - [i10]Louis Andreoli, Xavier Porte, Stéphane Chrétien, Maxime Jacquot, Laurent Larger, Daniel Brunner:
Boolean learning under noise-perturbations in hardware neural networks. CoRR abs/2003.12319 (2020) - [i9]Emmanuel Caron, Stéphane Chrétien:
A finite sample analysis of the double descent phenomenon for ridge function estimation. CoRR abs/2007.12882 (2020)
2010 – 2019
- 2019
- [j18]Johny Matar, Hicham El Khoury, Jean-Claude Charr, Christophe Guyeux, Stéphane Chrétien:
SpCLUST: Towards a fast and reliable clustering for potentially divergent biological sequences. Comput. Biol. Medicine 114 (2019) - [j17]Stéphane Chrétien, Clément Dombry, Adrien Faivre:
The Guedon-Vershynin Semi-definite Programming Approach to Low Dimensional Embedding for Unsupervised Clustering. Frontiers Appl. Math. Stat. 5: 41 (2019) - [j16]Stéphane Chrétien:
Corrigendum to "A note on computing the Smallest Conic Singular Value" [J. Comput. Appl. Math. 340 (2018) 221-230]. J. Comput. Appl. Math. 347: 369 (2019) - [j15]Christophe Guyeux, Stéphane Chrétien, Gaby Bou Tayeh, Jacques Demerjian, Jacques M. Bahi:
Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things. J. Sens. Actuator Networks 8(4): 56 (2019) - [c17]Tianwen Wei, Stéphane Chrétien:
A Penalized Autoencoder Approach for Nonlinear Independent Component Analysis. ICASSP 2019: 2797-2801 - [c16]Stéphane Chrétien, Christophe Guyeux:
Efficient Online Laplacian Eigenmap Computation for Dimensionality Reduction in Molecular Phylogeny via Optimisation on the Sphere. IWBBIO (1) 2019: 441-452 - [c15]Stéphane Chrétien, Zhen-Wai Olivier Ho:
Incoherent Submatrix Selection via Approximate Independence Sets in Scalar Product Graphs. LOD 2019: 95-105 - [i8]Stéphane Chrétien, Benjamin Guedj:
Revisiting clustering as matrix factorisation on the Stiefel manifold. CoRR abs/1903.04479 (2019) - 2018
- [j14]Marine Bruneau, Thierry Mottet, Serge Moulin, Maël Kerbiriou, Franz Chouly, Stéphane Chrétien, Christophe Guyeux:
A clustering package for nucleotide sequences using Laplacian Eigenmaps and Gaussian Mixture Model. Comput. Biol. Medicine 93: 66-74 (2018) - [j13]Stéphane Chrétien:
A note on computing the smallest conic singular value. J. Comput. Appl. Math. 340: 221-230 (2018) - [c14]Stéphane Chrétien, Zhen-Wai Olivier Ho:
Feature Selection in Weakly Coherent Matrices. LVA/ICA 2018: 127-138 - [c13]Stéphane Chrétien, Christophe Guyeux:
Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. IJCNN 2018: 1-6 - [c12]Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho:
Average Performance Analysis of the Stochastic Gradient Method for Online PCA. LOD 2018: 231-242 - [c11]Stéphane Chrétien, Christophe Guyeux, Serge Moulin:
l1-Penalised Ordinal Polytomous Regression Estimators with Application to Gene Expression Studies. WABI 2018: 17:1-17:13 - [i7]Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho:
Average performance analysis of the stochastic gradient method for online PCA. CoRR abs/1804.01071 (2018) - [i6]Stéphane Chrétien, Zhen-Wai Olivier Ho:
Feature selection in weakly coherent matrices. CoRR abs/1804.01119 (2018) - [i5]Stéphane Chrétien, Christophe Guyeux:
Online shortest paths with confidence intervals for routing in a time varying random network. CoRR abs/1805.09261 (2018) - [i4]Stéphane Chrétien, Hemant Tyagi:
Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method. CoRR abs/1807.02862 (2018) - 2017
- [j12]Serge Moulin, Nicolas Seux, Stéphane Chrétien, Christophe Guyeux, Emmanuelle Lerat:
Simulation-based estimation of branching models for LTR retrotransposons. Bioinform. 33(3): 320-326 (2017) - [j11]Christophe Guyeux, Stéphane Chrétien, Nathalie M.-L. Côté, Jacques M. Bahi:
Systematic investigations of gene effects on both topologies and supports: An Echinococcus illustration. J. Bioinform. Comput. Biol. 15(5): 1750019:1-1750019:27 (2017) - [j10]Basad Al Sarray, Stéphane Chrétien, Paul Clarkson, Guillaume Cottez:
Enhancing Prony's method by nuclear norm penalization and extension to missing data. Signal Image Video Process. 11(6): 1089-1096 (2017) - [j9]Stéphane Chrétien, Tianwen Wei:
Sensing Tensors With Gaussian Filters. IEEE Trans. Inf. Theory 63(2): 843-852 (2017) - [c10]Maria Segovia, Islam Rohouma, Qiteng Hong, Stéphane Chrétien, Paul Clarkson:
Validation of Algorithms to Estimate Distribution Network Characteristics Using Power-Hardware-in-the-Loop Configuration. AMPS 2017: 1-6 - [c9]Régis Garnier, Christophe Guyeux, Stéphane Chrétien:
Finding optimal finite biological sequences over finite alphabets: The OptiFin toolbox. CIBCB 2017: 1-9 - [c8]Stéphane Chrétien, Sébastien Darses:
An Elementary Approach to the Problem of Column Selection in a Rectangular Matrix. MOD 2017: 234-243 - [i3]Régis Garnier, Christophe Guyeux, Stéphane Chrétien:
Finding optimal finite biological sequences over finite alphabets: the OptiFin toolbox. CoRR abs/1706.08089 (2017) - [i2]Stéphane Chrétien, Nathalie Herr, Jean-Marc Nicod, Christophe Varnier:
Post-Prognostics Decision for Optimizing the Commitment of Fuel Cell Systems. CoRR abs/1710.08812 (2017) - 2016
- [j8]Stéphane Chrétien, Christophe Guyeux, Bastien Conesa, Régis Delage-Mouroux, Michèle Jouvenot, Philippe Huetz, Françoise Descôtes:
A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis. BMC Bioinform. 17(S-8): 284 (2016) - [c7]Stéphane Chrétien, Peter Harris, Rami Tawil:
Total Variation Minimization for Compressed Sensing with "Smoothly" Varying Covariates. CSE/EUC/DCABES 2016: 508-511 - [i1]Stéphane Chrétien, Clément Dombry, Adrien Faivre:
A Semi-Definite Programming approach to low dimensional embedding for unsupervised clustering. CoRR abs/1606.09190 (2016) - 2015
- [j7]Stéphane Chrétien, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Lamiel Toch:
Using a sparse promoting method in linear programming approximations to schedule parallel jobs. Concurr. Comput. Pract. Exp. 27(14): 3561-3586 (2015) - [c6]Stéphane Chrétien, Christophe Guyeux, Michael Boyer-Guittaut, Régis Delage-Mouroux, Françoise Descôtes:
Investigating gene expression array with outliers and missing data in bladder cancer. BIBM 2015: 994-998 - [c5]Stéphane Chrétien, Tianwen Wei:
Convex Recovery of Tensors Using Nuclear Norm Penalization. LVA/ICA 2015: 360-367 - [c4]Stéphane Chrétien, Nathalie Herr, Jean-Marc Nicod, Christophe Varnier:
A post-prognostics decision approach to optimize the commitment of fuel cell systems in stationary applications. ICPHM 2015: 1-7 - 2014
- [j6]Stéphane Chrétien, Juan-Pablo Ortega:
Multivariate GARCH estimation via a Bregman-proximal trust-region method. Comput. Stat. Data Anal. 76: 210-236 (2014) - [j5]Stéphane Chrétien, Sébastien Darses:
Sparse Recovery With Unknown Variance: A LASSO-Type Approach. IEEE Trans. Inf. Theory 60(7): 3970-3988 (2014) - 2012
- [c3]Stéphane Chrétien, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Lamiel Toch:
Job Scheduling Using Successive Linear Programming Approximations of a Sparse Model. Euro-Par 2012: 116-127 - 2010
- [j4]David R. J. Pleydell, Stéphane Chrétien:
Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data. Comput. Stat. Data Anal. 54(5): 1405-1418 (2010) - [j3]Stéphane Chrétien:
An Alternating l1 Approach to the Compressed Sensing Problem. IEEE Signal Process. Lett. 17(2): 181-184 (2010)
2000 – 2009
- 2009
- [j2]Stéphane Chrétien, Franck Corset:
Using the eigenvalue relaxation for binary least-squares estimation problems. Signal Process. 89(11): 2079-2091 (2009) - 2002
- [c2]Stéphane Chrétien, Franck Corset:
Least Squares Reconstruction of Binary Images using Eigenvalue Optimization. COMPSTAT 2002: 419-424 - 2000
- [j1]Stéphane Chrétien, Alfred O. Hero III:
Kullback proximal algorithims for maximum-likelihood estimation. IEEE Trans. Inf. Theory 46(5): 1800-1810 (2000)
1990 – 1999
- 1995
- [c1]Stéphane Chrétien, Ioannis Dologlou:
Successive projections-like algorithms for signal approximation/zero-error modelling. ICASSP 1995: 1240-1243
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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