Hi, now I start my new research. I know that deep learning is a very hot field of machine learning and I want to apply the theory of deep learning into text classification. However, as my major is statistics I have never learned deep learning. I want some material that will introduce the deep learning theory in detail and show you how to realize it on computer. I also like reading some material for beginner. Can you recommend something for me?Thank you very much!
Dear Chen,
These are good articles that I have read
http://www.sciencedirect.com/science/article/pii/S0893608014002135
http://www.newyorker.com/news/news-desk/is-deep-learning-a-revolution-in-artificial-intelligence
http://www.toptal.com/machine-learning/an-introduction-to-deep-learning-from-perceptrons-to-deep-networks
few different areas of deep learning.
Geetha
Deep learning for computer vision
http://cs231n.stanford.edu/
Deep learning for NLP
http://cs224d.stanford.edu/
Please read this paper,
Conference Paper HDLTex: Hierarchical Deep Learning for Text Classification
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