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Gabriel Peyré

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Decks

Optimal and Diffusion Transports in Machine Learning
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0
1.3k
The many faces of AI and the role of mathematics
gpeyre
1
1.7k
Transformers are Universal in Context Learners
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0
770
Ground Metric Learning with applications in genomics
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0
640
Generative AI - practice and theory
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2
1.1k
10-ot-generic-bio.pdf
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2
380
Conservation Laws for Gradient Flows
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2
1.3k
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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1
700
2022-09-14-epfl-ot-ml.pdf
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1
800
Smooth Bilevel Programming for Sparse Regularization
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700
A Schrödinger Tour of Data Sciences
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410
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
Scaling Optimal Transport to High Dimensional Learning
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10
3.5k
Numerical Optimal Transport
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9
8.9k
Optimal Transport for Imaging and Learning
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6
5.3k
Optimal Transport and Deep Generative Models
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6
2k

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