The speaker of this webinar is Stephane Mallat from Ecole Normal Superieure. It will be available online at https://sites.google.com/view/minds-seminar/home. It will be about understanding the properties of deep neural networks, which is not just about applying standard harmonic analysis tools with a bit of optimization. It is shaking our understanding of non-linear harmonic analysis and opening new horizons. By considering complex image generation and classification problems of different complexities, the speaker will show that sparsity is not always the answer and phase plays an important role to capture important structures including symmetries within multiscale representations.

Location:	Online via Zoom [map]
Price:	free
Sponsor:	Department of Mathematics
Contact:	Department of Mathematics (517) 353-0844
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