Alert button
Picture for James Hensman

James Hensman

Alert button

Spike and Slab Gaussian Process Latent Variable Models

May 10, 2015
Zhenwen Dai, James Hensman, Neil Lawrence

Figure 1 for Spike and Slab Gaussian Process Latent Variable Models
Figure 2 for Spike and Slab Gaussian Process Latent Variable Models
Figure 3 for Spike and Slab Gaussian Process Latent Variable Models
Figure 4 for Spike and Slab Gaussian Process Latent Variable Models
Viaarxiv icon

Nested Variational Compression in Deep Gaussian Processes

Dec 03, 2014
James Hensman, Neil D. Lawrence

Figure 1 for Nested Variational Compression in Deep Gaussian Processes
Figure 2 for Nested Variational Compression in Deep Gaussian Processes
Figure 3 for Nested Variational Compression in Deep Gaussian Processes
Figure 4 for Nested Variational Compression in Deep Gaussian Processes
Viaarxiv icon

Scalable Variational Gaussian Process Classification

Nov 07, 2014
James Hensman, Alex Matthews, Zoubin Ghahramani

Figure 1 for Scalable Variational Gaussian Process Classification
Figure 2 for Scalable Variational Gaussian Process Classification
Figure 3 for Scalable Variational Gaussian Process Classification
Figure 4 for Scalable Variational Gaussian Process Classification
Viaarxiv icon

Gaussian Process Models with Parallelization and GPU acceleration

Oct 18, 2014
Zhenwen Dai, Andreas Damianou, James Hensman, Neil Lawrence

Figure 1 for Gaussian Process Models with Parallelization and GPU acceleration
Viaarxiv icon

Fast nonparametric clustering of structured time-series

Apr 14, 2014
James Hensman, Magnus Rattray, Neil D. Lawrence

Figure 1 for Fast nonparametric clustering of structured time-series
Figure 2 for Fast nonparametric clustering of structured time-series
Figure 3 for Fast nonparametric clustering of structured time-series
Figure 4 for Fast nonparametric clustering of structured time-series
Viaarxiv icon

Gaussian Processes for Big Data

Sep 26, 2013
James Hensman, Nicolo Fusi, Neil D. Lawrence

Figure 1 for Gaussian Processes for Big Data
Figure 2 for Gaussian Processes for Big Data
Figure 3 for Gaussian Processes for Big Data
Figure 4 for Gaussian Processes for Big Data
Viaarxiv icon

Fast Variational Inference in the Conjugate Exponential Family

Dec 04, 2012
James Hensman, Magnus Rattray, Neil D. Lawrence

Figure 1 for Fast Variational Inference in the Conjugate Exponential Family
Figure 2 for Fast Variational Inference in the Conjugate Exponential Family
Figure 3 for Fast Variational Inference in the Conjugate Exponential Family
Figure 4 for Fast Variational Inference in the Conjugate Exponential Family
Viaarxiv icon