Index of /cs5824/Fall15/pdfs
Name
Last modified
Size
Description
Parent Directory
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1.1-Machine Learning..>
2015-12-10 20:11
12M
1.2-Types of ML.pdf
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2.4M
1.3-Model Selection.pdf
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906K
2-Probability and Na..>
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400K
3-Decision Trees.pdf
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3.0M
4-Logistic Regressio..>
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1.9M
5-Perceptron.pdf
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955K
6-Neural Networks.pdf
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2.5M
7-Learning Objective..>
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906K
8-Back Propagation.pdf
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1.8M
9-Support Vector Mac..>
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1.0M
10-Dual SVM and Kern..>
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2.3M
11-Feature Maps and ..>
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2.2M
12-SMO and Stochasti..>
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1.0M
13-Regression.pdf
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1.1M
14-Principle Compone..>
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1.4M
15-Clustering and Mi..>
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1.4M
15.1-GMM Degeneracy.pdf
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209K
16-Variational EM an..>
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2.3M
17-Probabilistic Gra..>
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1.0M
18-Markov Models.pdf
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4.3M
19-Hidden Markov Mod..>
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2.1M
20-Undirected Graphi..>
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1.0M
21-Belief Propagatio..>
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730K
21.1-Graphical Model..>
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971K
22-What is Learning ..>
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129K
23-Model Complexity ..>
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508K