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Video recording of the course "Geometric Deep Learning" taught in the African Master in Machine Intelligence in July 2022 by Michael Bronstein (Oxford), Joan Bruna (NYU), Taco Cohen (Qualcomm), and Petar Veličković (DeepMind) Video recording of the course "Geometric Deep Learning" taught in the African Master in Machine Intelligence in July 2022 by Michael Bronstein (Oxford), Joan Bruna (NYU), Taco Cohen (Qualcomm), and Petar Veličković (DeepMind) Lecture 4: Invariant function classes • Learning under invariance • Compositionality • Multiresolution analysis • Scale separation • Combining invariance and Scale separation Slides: https://www.dropbox.com/s/6ueh81pfvpp8vx0/AIMS%202022%20-%20Lecture%204%20-%20geometric%20priors%20II.pdf?dl=0 Additional materials: www.geometricdeeplearning.com
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