James Hensman

Gaussian Processes for Big Data

James Hensman, Nicolò Fusi, Neil D. Lawrence · arXiv (Cornell University) · 2013 · 452 citations · Full text

Latent Modeling, Engineering, Machine Learning +11

Scalable Variational Gaussian Process Classification

James Hensman, Alexander Matthews, Zoubin Ghahramani · arXiv (Cornell University) · 2014 · 345 citations · Full text

Engineering, Machine Learning, Data Science +14

GPflow: A Gaussian process library using TensorFlow

Alexander Matthews, Mark van der Wilk, Tom Nickson et al. · arXiv (Cornell University) · 2016 · 305 citations · Full text

Gpu Architecture, Engineering, Machine Learning +15

Natural computing for mechanical systems research: A tutorial overview

Keith Worden, Wiesław J. Staszewski, James Hensman · Mechanical Systems and Signal Processing · 2010 · 277 citations

Engineering, Computer-aided Engineering, Systems Engineering +6

Locating acoustic emission sources in complex structures using Gaussian processes

James Hensman, R. Mills, Gareth Pierce et al. · Mechanical Systems and Signal Processing · 2009 · 149 citations

Aeroacoustics, Ocean Acoustics, Engineering +8