Mathematical Foundations of Deep Learning [Ghosh]
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Mathematical Foundations of Deep Learning 
BY Sourangshu Ghosh

Summary 
This work bridges deep learning's theoretical underpinnings with modern advancements, of- fering a mathematically precise and exhaustive exposition that is indispensable for researchers aiming to rigorously understand and extend the frontiers of deep learning theory.

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