深度学习论文 Read List

1. Xavier 权重初始化：

Glorot, X. and Bengio, Y. (2010) Understanding the Difficulty of Training Deep Feedforward Neural Networks. Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research, 9, 249-256.

http://proceedings.mlr.press/v9/glorot10a/glorot10a.pdf?hc_location=ufi

2.word2vec

实现：https://www.zhihu.com/answer/682203239

论文：https://www.jianshu.com/p/4517181ca9c3

3.Auto-encoder