Bayesian model selection

9

NIPS
2000

141views Information Technology» more NIPS 2000»

Automatic Choice of Dimensionality for PCA

13 years 5 months ago

A central issue in principal component analysis (PCA) is choosing the number of principal components to be retained. By interpreting PCA as density estimation, this paper shows ho...

Thomas P. Minka

claim paper

Read More »

16

click to vote

ICML
2008
IEEE

127views Machine Learning» more ICML 2008»

Memory bounded inference in topic models

14 years 5 months ago

Download vision.caltech.edu

What type of algorithms and statistical techniques support learning from very large datasets over long stretches of time? We address this question through a memory bounded version...

Ryan Gomes, Max Welling, Pietro Perona

claim paper

Read More »

28

click to vote

MICCAI
2009
Springer

364views Medical Imaging» more MICCAI 2009»

Anatomically Informed Bayesian Model Selection for fMRI Group Data Analysis

14 years 5 months ago

Download www.lnao.fr

Merlin Keller, Marc Lavielle, Matthieu Perrot, ...

claim paper