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Topological Machine Learning I: Features and Kernels

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The first part of this two-part lecture series will gently introduce some aspects of modern machine learning research, followed by an overview of how topological features can be integrated into deep learning models. A particular focus will be given to methods working with unstructured data like point clouds.
Thanks to Federico Cantero, Carles Casacuberta, and Aniceto Murillo for the invitation.
Thanks to Federico Cantero, Carles Casacuberta, and Aniceto Murillo for the invitation.
Topological Machine Learning I: Features and Kernels
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