Cours du 1er semestre
master M2 MVA
Learning
Geometry Processing and Geometric Deep Learning
E. CORMAN, J.DIGNE, M. OVSJANIKOV
Deep Learning
Learning
Statistical learning with extreme values
A. SABOURIN ; S. CLEMENÇON
Opening
Turing Seminar – An introduction to AGI Safety
C-R. SEGERIE, L.DANA, S.COUMES, C.MARTINET
Modelling
Robotics
S. CARON, J. CARPENTIER, S. BONNABEL, P.B. WIEBER
Machine Learning
Modelling
Stopping times and online algorithms
V. PERCHET
Theory
Modelling
Geometric data analysis
J. FEYDY
Track Santé
Learning
Fondamentaux de la recherche reproductible et du logiciel libre / Fundamentals of reproducible research and free software
M. COLOM BARCO
Track "RR"
Modelling
The machine intelligence of images
F. GUICHARD, B. POCHON, W. HAUSER
Track "I&I"
Modelling
Apprentissage profond et traitement du signal, introduction et applications industrielles
T. COURTAT
Track "I&I"
Learning
Reinforcement Learning
E. RACHELSON, C. VERNADE
Deep Learning
Modelling
Apprentissage pour les séries temporelles
L. OUDRE
Signal processing
Learning
Fondements Théoriques du deep learning
S. GERCHINOVITZ, F. MALGOUYRES, E. PAUWELS, N. THOME
Deep LearningTheory
Learning
Foundations of Distributed and Large Scale Computing Optimization
E. CHOUZENOUX
Theory
Learning
Deep Learning
V.LEPETIT, M. VAKALOPOULOU
Deep Learning
Learning
Advanced learning for text and graph data ALTEGRAD
M. VAZIRGIANNIS
Natural Language Processing
Learning
Introduction to statistical learning
N. VAYATIS
Machine Learning
Learning
Optimal Transport for Machine Learning
G. PEYRE, J. DELON
Data Science
Learning
Introduction to Probabilistic Graphical Models and Deep Generative Models
P. LATOUCHE, P.A. MATTEI
Theory
Learning
Convex optimization and applications in machine learning
A. D'ASPREMONT
Theory
Learning
Computational Statistics
S.ALLASSONNIERE
Track Santé
Modelling
Méthodes mathématiques pour les neurosciences
R. VELTZ, Q.CORMIER
Track Santé
Modelling
Image denoising : the human machine competition
G.FACCIOLO, J.M. MOREL, P.ARIAS
Image processing
Modelling
3D computer vision
P. MONASSE, L. LANDRIEU
Computer Vision
Modelling
Sub-pixel image processing
L. MOISAN
Image processing
Modelling
Object recognition and computer vision
G. VAROL, I. LAPTEV, J. PONCE, C. SCHMID, J. SIVIC, M. AUBRY,
Computer Vision
Modelling
Introduction à l’imagerie numérique
J. DELON,Y. GOUSSEAU
Image processing
Modelling
Medical image analysis based on generative, geometric and biophysical models
H. DELINGETTE, X. PENNEC
Track Santé
Modelling
Topological data analysis for imaging and machine learning.
J. TIERNY, F.CHAZAL
Computer Vision
Rechercher