Towards Understanding the Inner Workings of Deep Neural Networks10/04/2017 Objective: Guidance Artificial Neural Networks are a powerful class of models with advantages for many problems of interest. I will discuss research that sheds light on the inner workings of neural nets, and shows how can we make sense of non-linear computations performed by millions of parameters. These studies reveal surprising features of neural nets and lead to a greater understanding of and intuitions of them. Speaker(s)
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