Archive for the ‘To Read’ Category

Shannon Sampling and Learning Theory

Friday, April 18th, 2008

These two papers by Steve Smale and Ding-Xuan Zhou:

Shannon Sampling and Function Reconstruction from Point Values
Shannon Sampling II. Connections to Learning Theory

Posted in Concentration Inequalities, Learning Theory, Papers, To Read | No Comments »

Statistical Performance of Support Vector Machines

Thursday, April 10th, 2008

Posted in Papers, Regression, To Read | No Comments »

A few papers on estimation and control of robotic systems

Wednesday, April 2nd, 2008

Posted in Robotics, To Read | No Comments »

Lectures Notes on Convex Analysis [+ Optimization]

Sunday, November 4th, 2007

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Probability Inequalities and Machine Learning

Monday, October 15th, 2007

Posted in Boosting, Concentration Inequalities, To Read | No Comments »