IACS Seminar: Deep Learning: Theoretical Building Blocks From The Study of Wide Networks 9, 18, 20

Presented by Yasaman Bahri, Google Brain Full Title: Understanding Deep Learning: Theoretical Building Blocks From The Study of Wide Networks Talk Description: Deep neural networks are a rich class of models now used across many domains, but our theoretical understanding of their learning and generalization is relatively less developed. A fruitful angle for investigation has been to study deep neural networks that are also wide (having many hidden units per layer), which has given rise to foundational c