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Gabriel Peyré

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Decks

Computational OT #4 - Gradient flow and diffusion models
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29
Computational OT #3 - Dual and semidiscrete
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42
Computational OT #2 - Entropic regularization
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69
Computational OT #1 - Monge and Kantorovitch
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46
Optimal and Diffusion Transports in Machine Learning
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1.5k
The many faces of AI and the role of mathematics
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1
1.7k
Transformers are Universal in Context Learners
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790
Ground Metric Learning with applications in genomics
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0
660
Generative AI - practice and theory
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2
1.1k
10-ot-generic-bio.pdf
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400
Conservation Laws for Gradient Flows
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2
1.4k
The Mathematics of Neural Networks
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4
5.2k
On the Training of Infinitely Deep and Wide ResNets
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700
2022-09-14-epfl-ot-ml.pdf
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820
Smooth Bilevel Programming for Sparse Regularization
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700
A Schrödinger Tour of Data Sciences
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420
A Schrödinger Tour of Data Sciences
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1
1.4k
Off-the-Grid Sparse Estimation
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1
1.4k

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