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A color-based selective and interactive filter using weighted TV
International audience -
Maximizing submodular functions using probabilistic graphical models
We consider the problem of maximizing submodular functions; while this problem is known to be NP-hard, several numerically efficient local search techniques with... -
Learning algorithms and statistical software, with applications to bioinforma...
Statistical machine learning is a branch of mathematics concerned with developing algorithms for data analysis. This thesis presents new mathematical models and... -
Image restoration in the presence of Poisson-Gaussian noise
This thesis deals with the restoration of images corrupted by blur and noise, with emphasis on confocal microscopy and macroscopy applications. Due to low photon count... -
Convex computation of the region of attraction of polynomial control systems
Ce papier est également publié, en version courte, dans: European Control Conference ( ECC ) 2013 du 17 juillet au 19 juillet 2013, Zurich (Suisse) -
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering...
International audience -
On Convex optimization without convex representation
7 pages; 1 figure -
Supervised metric learning with generalization guarantees
In recent years, the crucial importance of metrics in machine learningalgorithms has led to an increasing interest in optimizing distanceand similarity functions using... -
Rank-constrained fundamental matrix estimation by polynomial global optimizat...
International audience
