EM method for identifying motifs in unaligned biopolymer sequences
总结下 Unsupervised Learning of Multiple Motifs in Biopolymers Using Expectation Maximization 中的 EM 方法。
Recent Posts
Expectation-Maximization Algorithm
原文 A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models。
Naive Bayes classifier
首先感谢 张洋 先生的这篇 算法杂货铺——分类算法之朴素贝叶斯分类(Naive Bayesian classification)，写的非常清楚明白。本文以此为基础做些总结。
Ensemble Methods in Machine Learning
总结自 Ensemble Methods in Machine Learning
Structured Output Support Vector Machines
总结自 Flexible discriminative learning with structured output support vector machines，非常好的一份 tutorial。
WD kernel with shifts
原文 RASE: recognition of alternatively spliced exons in C.elegans.
Support Vector Machines and Kernels
之前一直没搞清楚，这里理一理思路。
Lagrange duality
总结自 section note 5: Convex Optimization Overview, Part II