Stéphane Chrétien

Job Scheduling Using Successive Linear Programming Approximations of a Sparse Model

Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, 2012, Euro-Par.

Average performance analysis of the projected gradient method for online PCA

Christophe Guyeux, Stéphane Chrétien, Zhen Ho, 2018 .

Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things

Christophe Guyeux, Jacques Demerjian, Stéphane Chrétien, 2019, J. Sens. Actuator Networks.

Investigating gene expression array with outliers and missing data in bladder cancer

Christophe Guyeux, Stéphane Chrétien, Michael Boyer-Guittaut, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Space alternating penalized Kullback proximal point algorithms for maximizing likelihood with nondifferentiable penalty

Hervé Perdry, Stéphane Chrétien, Alfred Hero, 2008, Annals of the Institute of Statistical Mathematics.

A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis

Christophe Guyeux, Stéphane Chrétien, Régis Delage-Mouroux, 2016, BMC Bioinformatics.

The Guedon-Vershynin Semi-definite Programming Approach to Low Dimensional Embedding for Unsupervised Clustering

Stéphane Chrétien, Adrien Faivre, Clément Dombry, 2019, Front. Appl. Math. Stat..

Total Variation Minimization for Compressed Sensing with “Smoothly” Varying Covariates

Rami Tawil, Stéphane Chrétien, Peter Harris, 2016, 2016 IEEE Intl Conference on Computational Science and Engineering (CSE) and IEEE Intl Conference on Embedded and Ubiquitous Computing (EUC) and 15th Intl Symposium on Distributed Computing and Applications for Business Engineering (DCABES).

Is spectral clustering mode preserving ?

Stéphane Chrétien, Kavya Jagan, 2020, EGC.

Clustering on Laplacian-embedded latent manifolds when clusters overlap

Stéphane Chrétien, Elena Barton, Kavya Jagan, 2020, Measurement Science and Technology.

Sensing Tensors With Gaussian Filters

Tianwen Wei, Stéphane Chrétien, S. Chrétien, 2015, IEEE Transactions on Information Theory.

Efficient Hyper-Parameter Selection in Total Variation-Penalised XCT Reconstruction Using Freund and Shapire’s Hedge Approach

Manuchehr Soleimani, Stéphane Chrétien, Wenjuan Sun, 2020, Mathematics.

Using a sparse promoting method in linear programming approximations to schedule parallel jobs

Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, 2015, Concurr. Comput. Pract. Exp..

The First Quantum Co-processor Hybrid for Processing Quantum Point Cloud Multimodal Sensor Data

Stéphane Chrétien, George J. Frangou, Ivan Rungger, 2019, Advances in Intelligent Systems and Computing.