Gal Chechik, Lidror Troyanski, Naftali Tishby
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The following book (in hebrew), was written together with Lidror Troyanski and Naftali Tishby, as a reference text for the graduate course in learning taught at the interdisciplinary center for neural computation at the Hebrew University. Figures by Michael Fink. | |||
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Chapter 1: | Background material in probability. | ||
Chapter 2: | Statistical Inference. | ||
Chapter 3: | Parameter estimation. Part B. | ||
Chapter 4: | Non parametric methods | ||
Chapter 5: | Random Processes | ||
Chapter 6: | Information theory | ||
Chapter 7: | Model Selection | ||
To read these files you need to download acrobat reader. |
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