Cours du 1er semestre
master M2 MVA
Modelling
Geometric data analysis
J. FEYDY
Biomedical / Health
Learning
Fondamentaux de la recherche reproductible et du logiciel libre / Fundamentals of reproducible research and free software
M. COLOM BARCO
Track "RR"
Modelling
Application de l’analyse de données, des statistiques descriptives et de l’apprentissage automatique dans l’industrie aéronautique
J. LACAILLE
Track "I&I"
Modelling
Apprentissage profond et traitement du signal, introduction et applications industrielles
T. COURTAT
Track "I&I"
Learning
Responsible machine learning
D. ABU ELYOUNES, N. VAYATIS, T. EVGENIOU, M. GARIN
Machine Learning
Learning
Foundations of Distributed and Large Scale Computing Optimization
E. CHOUZENOUX et J.-C. PESQUET
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
Computational optimal transport
G. PEYRE
Data Science
Learning
Reinforcement learning
M. PIROTTA
Machine Learning
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
Biomedical / Health
Modelling
Méthodes mathématiques pour les neurosciences
E. TANRE, R. VELTZ
Biomedical / Health
Modelling
Image denoising : the human machine competition
J.-M. MOREL, G.FACCIOLO, P.ARIAS
Image processing
Modelling
3D computer vision
P. MONASSE, M. AUBRY
Computer Vision
Modelling
Sub-pixel image processing
L. MOISAN
Image processing
Modelling
Object recognition and computer vision
I. LAPTEV, J. PONCE, C. SCHMID, J. SIVIC
Computer Vision
Modelling
Introduction à l’imagerie numérique
J. DELON,Y. GOUSSEAU
Image processing
Modelling
Introduction to medical image analysis
H. DELINGETTE, X. PENNEC
Biomedical / Health
Modelling
Topological data analysis for imaging and machine learning.
J. TIERNY, F.CHAZAL
Computer Vision

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