Mathematical Aspects of Deep Learning

Yen-Lung Tsai

Department of Mathematical Sciences, National Chengchi University

Deep learning has received considerable attention in recent years, and there are also many interesting applications. However, how neural works work is still regarded as a black box by many people. We discuss the possible role of mathematics in opening this black box. Moreover, we survey relevant research results and introduce some of our related works.

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