2010:ml
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| | ::: | ::: | {{2010:adaboost.pdf| Why AddBoost?}} | ::: | | | ::: | ::: | {{2010:adaboost.pdf| Why AddBoost?}} | ::: | | ||
| | ::: | ::: | {{2010:ml2010-clustering.pdf | Clustering }} | ::: | | | ::: | ::: | {{2010:ml2010-clustering.pdf | Clustering }} | ::: | | ||
| - | | Reinforcement Learning | 2010.03.25 | {{2010:ml2010-clustering.pdf | Clustering (cont.)}} | [[keynote:lesson04|=>]] | | + | | Reinforcement Learning | 2010.03.25 | {{2010:ml2010-clustering.pdf | Clustering (cont.)}} | [[keynote:lesson04|=>]] | |
| - | | ::: | ::: | Hiden Markov Model | ::: | | + | | ::: | ::: | {{2010:ml2010-hidden_markov_model.pdf|Hiden Markov Model}} | ::: | |
| - | | ::: | ::: | Kalman Filter | ::: | | + | | ::: | ::: | {{2010:ml2010-kalman_filter.pdf|Kalman Filter}} | ::: | |
| + | | course talk | 2010.04.01 | {{:2010:matrix-decomposition.pdf|Robust PCA}} | By Zhengfang Hu | | ||
| ===== Text books ===== | ===== Text books ===== | ||
| + | - [[http://www.cs.cmu.edu/~tom/mlbook.html|Machine learning]] | ||
| + | - [[http://research.microsoft.com/en-us/um/people/cmbishop/prml/|Pattern Recognition and Machine Learning ]] | ||
| + | - [[http://www.rii.ricoh.com/~stork/DHS.html|Pattern Classification (2nd ed) ]] | ||
| + | ===== Reference website ===== | ||
| + | - [[http://www.stanford.edu/class/cs229/|Stanford machine Learning course]] | ||
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