A Statistical View of Deep Learning (VI): What is Deep? 4

A Statistical View of Deep Learning (VI): What is Deep?
Throughout this series, we have discussed deep networks by examining prototypical instances of these models, e.g., deep feed-forward networks, deep auto-encoders, deep generative models, but have not yet interrogated the key word we have been using. We have not posed the question what does 'deep' mean, and what makes a model deep. There is little in way of ...

Chinese Edition: A Statistical View of Deep Learning (III)/ 从统计学角度来看深度学习

Colleagues from the Capital of Statistics, an online statistics community in China, have been kind enough to translate my third post in this series, A Statistical View of Deep Learning (III): Memory and Kernels,  in the hope that they might be of interest to machine learning and statistics researchers in China (and to Chinese readers). Find it here: ...