'Max margin' presentation slideshows

Large Margin classifiers

591 views • 45 slides

Support Vector Machines (and Kernel Methods in general)

Support Vector Machines (and Kernel Methods in general). Machine Learning March 23, 2010. Last Time. Multilayer Perceptron /Logistic Regression Networks Neural Networks Error Backpropagation. Today. Support Vector Machines

598 views • 45 slides

CVPR 2009, Miami, Florida

CVPR 2009, Miami, Florida. Object Detection Using a Max-Margin Hough Transform. Subhransu Maji and Jitendra Malik University of California at Berkeley, Berkeley, CA-94720. Overview. Overview of probabilistic Hough transform Learning framework Experiments Summary.

376 views • 24 slides

CVPR 2009, Miami, Florida

CVPR 2009, Miami, Florida. Object Detection Using a Max-Margin Hough Transform. Subhransu Maji and Jitendra Malik University of California at Berkeley, Berkeley, CA-94720. Overview. Overview of probabilistic Hough transform Learning framework Experiments Summary.

245 views • 24 slides

Max-Margin Markov Networks by Ben Taskar, Carlos Guestrin, and Daphne Koller

Max-Margin Markov Networks by Ben Taskar, Carlos Guestrin, and Daphne Koller. Presented by Michael Cafarella CSE574 May 25, 2005. Introduction. Kernel methods (SVMs) and max-margin are terrific for classification No way to model structure, relations

303 views • 17 slides

Computational Learning Theory PAC IID VC Dimension SVM

Computational Learning Theory PAC IID VC Dimension SVM. Marius Bulacu. Kunstmatige Intelligentie / RuG. The Problem. Why does learning work? How do we know that the learned hypothesis h is close to the target function f if we do not know what f is?. answer provided by

250 views • 13 slides

Seven Lectures on Statistical Parsing

Seven Lectures on Statistical Parsing. Christopher Manning LSA Linguistic Institute 2007 LSA 354 Lecture 7. The Classification Problem.

249 views • 12 slides