Machine Learnng Resources

这里搜集了一些常见的和 machine learning 相关的网站,按照 topic 来分。

Gaussian Processes

Nonparametric Bayesian Methods

  • http://www.cs.berkeley.edu/~jordan/npb.html 这个一看就知道是 Jordan 维护的,主要包括 Dirichlet process 以及相关的其他随机过程在 machine learning 里面如何进行建模,如何进行 approximate inference。主要是文章列表。

Probabilistic Graphical Model

Compressed Sensing

Tensor

Deep Belief Network

Kernel Methods

Markov Logic

一个有关“Machine Learnng Resources”的想法

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