A Two-Layer ICA-Like Model Estimated by Score Matching

13 years 11 months ago

Download www.cs.helsinki.fi

Abstract. Capturing regularities in high-dimensional data is an important problem in machine learning and signal processing. Here we present a statistical model that learns a nonlinear representation from the data

Urs Köster, Aapo Hyvärinen

Real-time Traffic

ICANN 2007 |

claim paper

» Some extensions of score matching

» A Principled Approach to Score Level Fusion in Multimodal Biometric Systems

» On using error bounds to optimize costsensitive multimodal biometric authentication

» Robust Face Matching Under Large Occlusions

» Noisecontrastive estimation A new estimation principle for unnormalized statistical models

» Deterministic Sample Consensus with Multiple Match Hypotheses

» Multiview 3D Human Pose Estimation combining Singleframe Recovery Temporal Integration and...

» Implicit MotionShape Model A generic approach for action matching

Post Info
More Details (n/a)

Added	08 Jun 2010
Updated	08 Jun 2010
Type	Conference
Year	2007
Where	ICANN
Authors	Urs Köster, Aapo Hyvärinen

Comments (0)

Sciweavers

A Two-Layer ICA-Like Model Estimated by Score Matching

ICANN 2007 |

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers