'Dual formulation' presentation slideshows

Object Recognizing

822 views • 64 slides

Object Recognizing

Object Recognizing. Object Classes. Individual Recognition. Object parts. Window. Mirror. Window. Door knob. Headlight. Back wheel. Bumper. Front wheel. Headlight. Class Non-class . Class Non-class. Unsupervised Training Data. Features and Classifiers .

573 views • 57 slides

Object Recognizing

686 views • 55 slides

Machine Learning Seminar: Support Vector Regression

Machine Learning Seminar: Support Vector Regression. Presented by: Heng Ji 10/08/03. Outline. Regression Background Linear ? - Insensitive Loss Algorithm Primal Formulation Dual Formulation Kernel Formulation Quadratic ? - Insensitive Loss Algorithm

522 views • 30 slides

Lagrangian Support Vector Machines

Lagrangian Support Vector Machines. David R. Musicant and O.L. Mangasarian December 1, 2000. Carleton College. Lagrangian SVM (LSVM). Fast algorithm: simple iterative approach expressible in 11 lines of MATLAB code

556 views • 25 slides

Active Set Support Vector Regression

Active Set Support Vector Regression. David R. Musicant Alexander Feinberg NIPS 2001 Workshop on New Directions in Kernel-Based Learning Methods Friday, December 7, 2001. Carleton College. Active Set Support Vector Regression. Fast algorithm that utilizes an active set method

412 views • 19 slides