Volume 2, October 2007 Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics
March 21-24, 2007, San Juan, Puerto Rico
, Eric P. Xing
: Seeking The Truly Correlated Topic Posterior - on tight approximate inference of logistic-normal admixture model.
Hal Daumé III
: Fast search for Dirichlet process mixture models.
Neil D. Lawrence
: Learning for Larger Datasets with the Gaussian Process Latent Variable Model.
Ann B. Lee
, Boaz Nadler
: Treelets | A Tool for Dimensionality Reduction and Multi-Scale Analysis of Unstructured Data.
: Fisher Consistency of Multicategory Support Vector Machines.
: Semi-supervised Clustering with Pairwise Constraints: A Discriminative Approach.
Jose M. Peña
: Approximate Counting of Graphical Models Via MCMC.
: Emerge and spread models and word burstiness.
: Efficient large margin semisupervised learning.
: How Powerful Can Any Regression Learning Procedure Be?.
: Nonnegative Garrote Component Selection in Functional ANOVA models.
: Generalized Do-Calculus with Testable Causal Assumptions.
: An Improved 1-norm SVM for Simultaneous Classification and Variable Selection.