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Pascal Esser

When can we Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis?

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Mar 13, 2024
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Representation Learning Dynamics of Self-Supervised Models

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Sep 05, 2023
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Non-Parametric Representation Learning with Kernels

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Sep 05, 2023
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Representation Power of Graph Convolutions : Neural Tangent Kernel Analysis

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Oct 18, 2022
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New Insights into Graph Convolutional Networks using Neural Tangent Kernels

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Oct 08, 2021
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