【视频:(NIPS2014)机器学习离散优化】《NIPS 2014 Workshop - (Nowozin) Discrete Optimization in Machine Learning》 Youtube:网页链接 云:网页
《爱可可老师今日视野(15.07.04)》( 分享自 @简书 ) 网页
【论文:面向稀疏线性模型的高性能弹性网络正则化】《Efficient Elastic Net Regularization for Sparse Linear Models》ZC Lipton, C Elkan (2015) 网页
【EM算法入门】《What is the expectation maximization algorithm?》Chuong B Do & Serafim Batzoglou (2008) 网页
【低秩矩阵分解笔记】《Notes on Low-rank Matrix Factorization》Jie Yang (2015) Basic MF/Non-negative MF/Orthogonal non-negative MF 网页
【18个免费的R语言(在线)教程】《18 Free Tutorials for Learning R Programming》网页
【免费机器学习资料汇总】《Open Source Machine Learning Degree》网页GitHub:网页
【Fisher Matrix入门(Python示例)】《Fisher Matrix for Beginners》by D. Wittman 网页
【论文:面向高维多变量时序预测的条件潜层树模型CLTM】《Are you going to the party: depends, who else is coming? [Learning hidden group dynamics via conditional latent tree models]》F Arabshahi, F Huang, A Anandkumar... (2015) 网页 Intro:网页
【深度学习的不确定性】《What My Deep Model Doesn't Know...》 网页pdf:网页