Stéphane Chrétien

73 papers B 3C 6Misc 2Journal 41Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Biological Sequence Clustering: Novel Approaches and a Comparative Study. SN Comput. Sci. Johny Matar, Hicham El Khoury, Jean-Claude Charr, Christophe Guyeux, Stéphane Chrétien
2025	J	`jnl`	Conformal Online Learning of Deep Koopman Linear Embeddings. CoRR Ben Gao, Jordan Patracone, Stéphane Chrétien, Olivier Alata
2025	J	`jnl`	Detecting malignant dynamics on very few blood sample using signature coefficients. CoRR Rémi Vaucher, Stéphane Chrétien
2025	C	`ed.`	Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, Birmingham, United Kingdom, November 14-16, 2024. IDDM Natalia Shakhovska, Jianbo Jiao, Ivan Izonin, Stéphane Chrétien
2025	—	`conf`	SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology. ECML/PKDD (9) Paul Minchella, Loïc Verlingue, Stéphane Chrétien, Rémi Vaucher, Guillaume Metzler
2025	J	`jnl`	SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Risk Estimation in Oncology. CoRR Paul Minchella, Loïc Verlingue, Stéphane Chrétien, Rémi Vaucher, Guillaume Metzler
2025	—	`conf`	Using Signatures and Koopman Operator to Learn Non-linear Dynamics. GSI (3) Stéphane Chrétien, Ben Gao, Jordan Patracone, Olivier Alata
2024	J	`jnl`	A mixture of experts regression model for functional response with functional covariates. Stat. Comput. Jean Steve Tamo Tchomgui, Julien Jacques, Guillaume Fraysse, Vincent Barriac, Stéphane Chrétien
2024	C	`conf`	Artificial Intelligence in Medicine: Small Data Approach. IDDM Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stéphane Chrétien
2024	—	`conf`	Computing the Shortest Vector in a Lattice Using the Alternating Direction Method of Multipliers. SAI (1) Wissam AlKendi, Stéphane Chrétien, Christophe Guyeux
2024	B	`conf`	Functional Linear Regression for the prediction of streaming video QoE. CNSM Jean Steve Tamo Tchomgui, Vincent Barriac, Guillaume Fraysse, Julien Jacques, Stéphane Chrétien
2024	C	`ed.`	Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, Bratislava, Slovakia, November 17-19, 2023. IDDM Natalia Shakhovska, Michal Kovác, Ivan Izonin, Stéphane Chrétien
2024	J	`jnl`	Registration of algebraic varieties using Riemannian optimization. CoRR Florentin Goyens, Coralia Cartis, Stéphane Chrétien
2024	J	`jnl`	Time topological analysis of EEG using signature theory. CoRR Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher
2023	—	`conf`	Amélioration de l'architecture GAT par la prise en compte de la courbure des arêtes du graphe. EGC Hugo Attali, Adrien Guille, Stéphane Chrétien
2023	J	`jnl`	Convergence and scaling of Boolean-weight optimization for hardware reservoirs. CoRR Louis Andreoli, Stéphane Chrétien, Xavier Porte, Daniel Brunner
2023	—	`conf`	Leveraging the Power of Signatures for the Construction of Topological Complexes for the Analysis of Multivariate Complex Dynamics. COMPLEX NETWORKS (1) Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher
2023	J	`jnl`	Using data science to predict firemen interventions: a case study. J. Supercomput. Christophe Guyeux, Gaby Bou Tayeh, Abdallah Makhoul, Stéphane Chrétien, Julien Bourgeois, Jacques M. Bahi
2022	J	`jnl`	Low tubal rank tensor recovery using the Bürer-Monteiro factorisation approach. Application to optical coherence tomography. J. Comput. Appl. Math. Mohamed Ibrahim Assoweh, Stéphane Chrétien, Brahim Tamadazte
2022	C	`ed.`	Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18 - 20, 2022. IDDM Natalia Shakhovska, Stéphane Chrétien, Ivan Izonin, Jaime Campos
2022	J	`jnl`	Special Issue on Safe and Reliable AI for Smart Sustainable Cities. Symmetry Ivan Izonin, Stéphane Chrétien, Ali Ebrahimnejad
2021	J	`jnl`	Ant Colony-Based Hyperparameter Optimisation in Total Variation Reconstruction in X-ray Computed Tomography. Sensors Manasavee Lohvithee, Wenjuan Sun, Stéphane Chrétien, Manuchehr Soleimani
2021	B	`conf`	Benign overfitting of fully connected Deep Nets: A Sobolev space viewpoint. ESANN Stéphane Chrétien, Emmanuel Caron
2021	J	`jnl`	Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature. J. Mach. Learn. Res. Stéphane Chrétien, Mihai Cucuringu, Guillaume Lecué, Lucie Neirac
2021	—	`conf`	Signature Estimation and Signal Recovery Using Median of Means. GSI (2) Stéphane Chrétien, Rémi Vaucher
2021	—	`conf`	The Quantile Matching Problem and Point Cloud Registration. ACDA Stéphane Chrétien, Oya Ekin Karasan, Ecenur Oguz, Mustafa Ç. Pinar
2020	J	`jnl`	A finite sample analysis of the double descent phenomenon for ridge function estimation. CoRR Emmanuel Caron, Stéphane Chrétien
2020	J	`jnl`	Boolean learning under noise-perturbations in hardware neural networks. CoRR Louis Andreoli, Xavier Porte, Stéphane Chrétien, Maxime Jacquot, Laurent Larger, Daniel Brunner
2020	—	`conf`	Is spectral clustering mode preserving ? EGC Stéphane Chrétien, Kavya Jagan
2020	—	`conf`	Revisiting Clustering as Matrix Factorisation on the Stiefel Manifold. LOD (1) Stéphane Chrétien, Benjamin Guedj
2019	Misc	`conf`	A Penalized Autoencoder Approach for Nonlinear Independent Component Analysis. ICASSP Tianwen Wei, Stéphane Chrétien
2019	J	`jnl`	Corrigendum to "A note on computing the Smallest Conic Singular Value" [J. Comput. Appl. Math. 340 (2018) 221-230]. J. Comput. Appl. Math. Stéphane Chrétien
2019	—	`conf`	Efficient Online Laplacian Eigenmap Computation for Dimensionality Reduction in Molecular Phylogeny via Optimisation on the Sphere. IWBBIO (1) Stéphane Chrétien, Christophe Guyeux
2019	—	`conf`	Incoherent Submatrix Selection via Approximate Independence Sets in Scalar Product Graphs. LOD Stéphane Chrétien, Zhen-Wai Olivier Ho
2019	J	`jnl`	Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things. J. Sens. Actuator Networks Christophe Guyeux, Stéphane Chrétien, Gaby Bou Tayeh, Jacques Demerjian, Jacques M. Bahi
2019	J	`jnl`	Revisiting clustering as matrix factorisation on the Stiefel manifold. CoRR Stéphane Chrétien, Benjamin Guedj
2019	J	`jnl`	SpCLUST: Towards a fast and reliable clustering for potentially divergent biological sequences. Comput. Biol. Medicine Johny Matar, Hicham El Khoury, Jean-Claude Charr, Christophe Guyeux, Stéphane Chrétien
2019	J	`jnl`	The Guedon-Vershynin Semi-definite Programming Approach to Low Dimensional Embedding for Unsupervised Clustering. Frontiers Appl. Math. Stat. Stéphane Chrétien, Clément Dombry, Adrien Faivre
2018	J	`jnl`	A clustering package for nucleotide sequences using Laplacian Eigenmaps and Gaussian Mixture Model. Comput. Biol. Medicine Marine Bruneau, Thierry Mottet, Serge Moulin, Maël Kerbiriou, Franz Chouly, Stéphane Chrétien, Christophe Guyeux
2018	J	`jnl`	A note on computing the smallest conic singular value. J. Comput. Appl. Math. Stéphane Chrétien
2018	—	`conf`	Average Performance Analysis of the Stochastic Gradient Method for Online PCA. LOD Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho
2018	J	`jnl`	Average performance analysis of the stochastic gradient method for online PCA. CoRR Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho
2018	—	`conf`	Feature Selection in Weakly Coherent Matrices. LVA/ICA Stéphane Chrétien, Zhen-Wai Olivier Ho
2018	J	`jnl`	Feature selection in weakly coherent matrices. CoRR Stéphane Chrétien, Zhen-Wai Olivier Ho
2018	J	`jnl`	Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method. CoRR Stéphane Chrétien, Hemant Tyagi
2018	B	`conf`	Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. IJCNN Stéphane Chrétien, Christophe Guyeux
2018	J	`jnl`	Online shortest paths with confidence intervals for routing in a time varying random network. CoRR Stéphane Chrétien, Christophe Guyeux
2018	C	`conf`	l1-Penalised Ordinal Polytomous Regression Estimators with Application to Gene Expression Studies. WABI Stéphane Chrétien, Christophe Guyeux, Serge Moulin
2017	—	`conf`	An Elementary Approach to the Problem of Column Selection in a Rectangular Matrix. MOD Stéphane Chrétien, Sébastien Darses
2017	J	`jnl`	Enhancing Prony's method by nuclear norm penalization and extension to missing data. Signal Image Video Process. Basad Al Sarray, Stéphane Chrétien, Paul Clarkson, Guillaume Cottez
2017	C	`conf`	Finding optimal finite biological sequences over finite alphabets: The OptiFin toolbox. CIBCB Régis Garnier, Christophe Guyeux, Stéphane Chrétien
2017	J	`jnl`	Finding optimal finite biological sequences over finite alphabets: the OptiFin toolbox. CoRR Régis Garnier, Christophe Guyeux, Stéphane Chrétien
2017	J	`jnl`	Post-Prognostics Decision for Optimizing the Commitment of Fuel Cell Systems. CoRR Stéphane Chrétien, Nathalie Herr, Jean-Marc Nicod, Christophe Varnier
2017	J	`jnl`	Sensing Tensors With Gaussian Filters. IEEE Trans. Inf. Theory Stéphane Chrétien, Tianwen Wei
2017	J	`jnl`	Simulation-based estimation of branching models for LTR retrotransposons. Bioinform. Serge Moulin, Nicolas Seux, Stéphane Chrétien, Christophe Guyeux, Emmanuelle Lerat
2017	J	`jnl`	Systematic investigations of gene effects on both topologies and supports: An J. Bioinform. Comput. Biol. Christophe Guyeux, Stéphane Chrétien, Nathalie M.-L. Côté, Jacques M. Bahi
2017	—	`conf`	Validation of Algorithms to Estimate Distribution Network Characteristics Using Power-Hardware-in-the-Loop Configuration. AMPS Maria Segovia, Islam Rohouma, Qiteng Hong, Stéphane Chrétien, Paul Clarkson
2016	J	`jnl`	A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis. BMC Bioinform. Stéphane Chrétien, Christophe Guyeux, Bastien Conesa, Régis Delage-Mouroux, Michèle Jouvenot, Philippe Huetz, Françoise Descôtes
2016	J	`jnl`	A Semi-Definite Programming approach to low dimensional embedding for unsupervised clustering. CoRR Stéphane Chrétien, Clément Dombry, Adrien Faivre
2016	—	`conf`	Total Variation Minimization for Compressed Sensing with "Smoothly" Varying Covariates. CSE/EUC/DCABES Stéphane Chrétien, Peter Harris, Rami Tawil
2015	—	`conf`	A post-prognostics decision approach to optimize the commitment of fuel cell systems in stationary applications. ICPHM Stéphane Chrétien, Nathalie Herr, Jean-Marc Nicod, Christophe Varnier
2015	—	`conf`	Convex Recovery of Tensors Using Nuclear Norm Penalization. LVA/ICA Stéphane Chrétien, Tianwen Wei
2015	—	`conf`	Investigating gene expression array with outliers and missing data in bladder cancer. BIBM Stéphane Chrétien, Christophe Guyeux, Michael Boyer-Guittaut, Régis Delage-Mouroux, Françoise Descôtes
2015	J	`jnl`	Using a sparse promoting method in linear programming approximations to schedule parallel jobs. Concurr. Comput. Pract. Exp. Stéphane Chrétien, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Lamiel Toch
2014	J	`jnl`	Multivariate GARCH estimation via a Bregman-proximal trust-region method. Comput. Stat. Data Anal. Stéphane Chrétien, Juan-Pablo Ortega
2014	J	`jnl`	Sparse Recovery With Unknown Variance: A LASSO-Type Approach. IEEE Trans. Inf. Theory Stéphane Chrétien, Sébastien Darses
2012	—	`conf`	Job Scheduling Using Successive Linear Programming Approximations of a Sparse Model. Euro-Par Stéphane Chrétien, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Lamiel Toch
2010	J	`jnl`	An Alternating l IEEE Signal Process. Lett. Stéphane Chrétien
2010	J	`jnl`	Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data. Comput. Stat. Data Anal. David R. J. Pleydell, Stéphane Chrétien
2009	J	`jnl`	Using the eigenvalue relaxation for binary least-squares estimation problems. Signal Process. Stéphane Chrétien, Franck Corset
2002	—	`conf`	Least Squares Reconstruction of Binary Images using Eigenvalue Optimization. COMPSTAT Stéphane Chrétien, Franck Corset
2000	J	`jnl`	Kullback proximal algorithims for maximum-likelihood estimation. IEEE Trans. Inf. Theory Stéphane Chrétien, Alfred O. Hero III
1995	Misc	`conf`	Successive projections-like algorithms for signal approximation/zero-error modelling. ICASSP Stéphane Chrétien, Ioannis Dologlou