'Latent features' presentation slideshows

Latent Feature Models for Network Data over Time Jimmy Foulds Advisor: Padhraic Smyth

405 views • 26 slides

An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism

An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism. Aaron C. Courville, Douglas Eck and Yoshua Bengio NIPS 2009 Presented by Lingbo Li ECE, Duke University May 21, 2010. Note: all tables and figures taken from the original paper. Outline. Motivations Latent Factor Modeling

245 views • 16 slides

An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism

An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism. Aaron C. Courville, Douglas Eck and Yoshua Bengio NIPS 2009 Presented by Lingbo Li ECE, Duke University May 21, 2010. Note: all tables and figures taken from the original paper. Outline. Motivations Latent Factor Modeling

167 views • 16 slides

Nonparametric Latent Feature Models for Link Prediction

Nonparametric Latent Feature Models for Link Prediction. Kurt T. Miller, Thomas L. Griffiths, Michael I. Jordan NIPS 2009 Presented by Minhua Chen, 06.04.2010. Problem Formulation. Link prediction in Social Network (Binary Matrix completion). Y =.

163 views • 7 slides

Summary

Interpretable Latent Feature Models For Text-Augmented Social Networks. James R. Foulds , Padhraic Smyth University of California, Irvine. The Nonparametric Latent Feature Relational Model (Miller et al., 2009) Actor i represented by a binary vector of features Z i

65 views • 1 slides