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Avatar for Gabriel Peyré

Gabriel Peyré

gpeyre
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Decks

Computational OT #4 - Gradient flow and diffusion models
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290
Computational OT #3 - Dual and semidiscrete
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110
Computational OT #2 - Entropic regularization
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130
Computational OT #1 - Monge and Kantorovitch
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170
Optimal and Diffusion Transports in Machine Learning
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1.7k
The Mathematics of AI
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1
2k
Transformers are Universal in Context Learners
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850
Ground Metric Learning with applications in genomics
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690
Generative AI - practice and theory
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2
1.2k
10-ot-generic-bio.pdf
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2
430
Conservation Laws for Gradient Flows
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2
1.4k
The Mathematics of Neural Networks
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4
5.3k
On the Training of Infinitely Deep and Wide ResNets
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1
720
2022-09-14-epfl-ot-ml.pdf
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1
840
Smooth Bilevel Programming for Sparse Regularization
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720
A Schrödinger Tour of Data Sciences
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430
A Schrödinger Tour of Data Sciences
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1
1.5k
Off-the-Grid Sparse Estimation
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1
1.4k

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