Summary of Computational Learning Theory Kui Tang December 2012 Prepared from notes and homeworks from Professor Rocco Servedio’s Fall 2012 course in preparation for the final. No guarantees of completeness or correctn - Computational learning theory - Document - PDFSEARCH.IO

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	Summary of Computational Learning Theory Kui Tang December 2012 Prepared from notes and homeworks from Professor Rocco Servedio’s Fall 2012 course in preparation for the final. No guarantees of completeness or correctn Add to Reading List Document Date: 2017-09-19 15:56:08 Open Document File Size: 316,82 KB Share Result on Facebook IndustryTerm conjuction algorithm / inner product / binomial products / linear programming algorithms / Online Learning / learning algorithm / / Person Rocco Servedio / / Position e−mp / General / Professor / / ProgrammingLanguage C / Occam / L / / Technology PAC algorithm / learning algorithm / OLMB algorithm / 1.1 Elementary Algorithms / randomized algorithm / Halving algorithm / 4 2 PAC Learning If algorithm / conservative OLMB algorithm / 1 Online Learning 1.1 Elementary Algorithms / conjuction algorithm / linear programming algorithms / time algorithm / Winnow algorithm / two algorithms / Any OLMB algorithm / Randomized halving algorithm / / SocialTag Analysis of algorithms Asymptotic analysis Big O notation Mathematical notation Probably approximately correct learning Chernoff bound Statistical hypothesis testing Randomized algorithm Stability Mathematics

Summary of Computational Learning Theory Kui Tang December 2012 Prepared from notes and homeworks from Professor Rocco Servedio’s Fall 2012 course in preparation for the final. No guarantees of completeness or correctnAdd to Reading List