'Hyperplane' presentation slideshows

Support Vector Machines

1.22k views • 83 slides

Exploiting Duality (Particularly the dual of SVM)

VISUAL GEOMETRY GROUP. Exploiting Duality (Particularly the dual of SVM). M. Pawan Kumar. PART I : General duality theory. Basics of Mathematical Optimization The algebra The geometry Examples. PART II : Solving the SVM dual. General Decomposition Algorithm Good Working Set

698 views • 60 slides

Tutorial: Interior Point Optimization Methods in Support Vector Machines Training

638 views • 32 slides

Support Vector Machine (SVM)

Support Vector Machine (SVM). Presented by Robert Chen. Introduction. High level explanation of SVM SVM is a way to classify data We are interested in text classification. What is a SVM.

508 views • 26 slides

Convexity

Convexity. MICROECONOMICS Principles and Analysis Frank Cowell . Convex sets. Ideas of convexity used throughout microeconomics Restrict attention to real space R n I.e. sets of vectors ( x 1 , x 2 , ..., x n ) Use the concept of convexity to define Convex functions

527 views • 19 slides