Journal of Machine Learning Research: JMLR., Volume 8, Part 2MIT Press, 2007 - Machine learning An international forum covering all areas of machine learning. |
Contents
The Data | 1393 |
Efficient Learning with | 1405 |
AttributeEfficient and Nonadaptive Learning | 1431 |
Copyright | |
20 other sections not shown
Other editions - View all
Common terms and phrases
accuracy AdaBoost analysis applied approach average basis functions Bayesian binary bound Bregman divergence C₁ classifier co-clustering computed concept class convergence convex corresponding data set defined denote density dimension dimensional distribution documents domain eigenvalues eigenvectors embedding Equation error estimate evaluate example feature Figure function approximation Gaussian given graph hidden units HMAC hyperplane imputation input iteration Keepaway kernel KHA/et labeled Laplacian learning algorithm Lemma Lévy process linear loops loss function Machine Learning mapping matrix maximum classes MDPs method missing values naive Bayes classifier Neural nodes norm obtained optimal output parameter perceptron performance points posterior prediction probability problem Proof PVFs random variable reduced modeling representation Riesz basis sample Section selection semi-supervised learning sequence solution space spherical-homoscedastic statistics structure subset support vector machines target task Theorem TLSBP unlabeled update value function VC dimension weights