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Transdisciplinary Research Institute for Advancing Data Science
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Lecture 5: Mathematics for Deep Neural Networks: Energy landscape and open problems
Lecture 2: Mathematics for Deep Neural Networks: Theory for shallow networks
Lecture 4: Mathematics for Deep Neural Networks: Statistical theory for deep ReLU networks
Lecture 1: Mathematics for Deep Neural Networks
Lecture 3: Mathematics for Deep Neural Networks: Advantages of Additional Layers