All materials related to Machine Learning is collected here like conferences,books,algorithms and so on. 机器学习的相关资料,包括国际会议、书、算法等等。
- word2vector 论文
- LSTM论文 ;LSTM ppt ;另一篇介绍LSTM的PPT
- 图神经网络
- FM; FFM
- Wide and Deep
- BERT 谷歌出的打破各种nlp记录的文章
- Attation is all you need
- SIGMOD (Special Interest Group on Management Of Data). Focus on data analytics (DanaC), databases and the Web (WebDB), exploratory search (ExploreDB), managing and mining spatial data (GeoRich), and graph data (GRADES) in 2015.
- KDD (Knowledge Discovery and Data Mining).
- CVPR
- NIPS
- SIGIR
- http://arxiv.org/ could follow the latest papers.
- 统计学习方法(李航)
- 机器学习(周志华)
- 数学之美(吴军)