Gal Chechik, Lidror Troyanski, Naftali Tishby
|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.|
|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|
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