Periodic Reporting for period 3 - THUNDEEP (A Theory for Understanding, Designing, and Training Deep Learning Systems)

Deep learning, in the form of artificial neural networks, is one of the most rapidly evolving fields in machine learning, with wide-ranging impact on real-world applications. Neural networks can efficiently represent complex predictors, and are nowadays routinely trained...