Optimization, Support Vector Machines, and Machine Learning

國立臺灣大學資訊工程學系Lin, Chih-JenChih-JenLin2006-09-272018-07-052006-09-272018-07-052005-09http://ntur.lib.ntu.edu.tw//handle/246246/20060927122901289549Introduction to machine learning and support vector machines (SVM) SVM and optimization theory SVM and numerical optimization Practical use of SVM Talk slides available at http://www.csie.ntu.edu.tw/˜cjlin/talks/rome.pdf This talk intends to give optimization researchers an overview of SVM researchapplication/pdf344259 bytesapplication/pdfzh-TWOptimization, Support Vector Machines, and Machine Learninglearning objecthttp://ntur.lib.ntu.edu.tw/bitstream/246246/20060927122901289549/1/rome.pdf