Julien Mairal

1:00:09

Julien Mairal (INRIA Grenoble) - On the Happy Marriage of Kernel Methods and Deep Learning
MaLGa - Machine Learning Genoa Center
4.4K views
38:39

Julien Mairal - Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts
JumpTrading ELLIS UCL CSML Seminar Series
275 views
55:19

A Kernel Perspective for Regularizing Deep Neural Networks - Mairal - Workshop 3 - CEB T1 2019
Institut Henri Poincaré
592 views
44:50

Lecture 1 on kernel methods: Positive definite kernels
Julien Mairal
23K views
29:26

Lecture 15 on kernel methods: stability of convolutional representations
Julien Mairal
654 views
32:34

Lecture 16 on kernel methods: deep learning / applications to graphs and sequences
Julien Mairal
776 views
36:57

Lecture 3 on kernel methods: Examples of RKHSs and smoothing effect of the KRHS norm
Julien Mairal
4.5K views
1:09:08

Lecture 14 on kernel methods: deep learning, dot-product kernels, NTKs, CKNs
Julien Mairal
1.5K views
49:19

Lecture 17 on kernel methods: kernels for probabilistic models
Julien Mairal
1.3K views
40:26

Lecture 7 on kernel methods: Supervised learning, large-margin classifiers, a bit of learning theory
Julien Mairal
2K views
29:43

Foundations of deep learning from a kernel point of view
Data Institute
867 views
52:06

Lecture 11 on kernel methods: string kernels
Julien Mairal
1.9K views
51:58

Lecture 2 on kernel methods: RKHS
Julien Mairal
9.6K views
50:36

Lecture 12 on kernel methods: Green, Mercer, Bochner (short version)
Julien Mairal
1.1K views
2:59:25

Maths & AI: MIPT-UGA young researchers workshop 1
Machine Learning – Intelligent Systems
374 views
54:22

Lecture 8 on kernel methods: Supervised learning, support vector machines (SVM)
Julien Mairal
2.2K views
58:33

Lecture 10 on kernel methods: kernel K-means, spectral clustering, kernel CCA
Julien Mairal
4.1K views
42:22

Lecture 4 on kernel methods: Kernel Trick
Julien Mairal
4.6K views
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