James Hensman

Cited by

	All	Since 2020
Citations	8098	5508
h-index	39	35
i10-index	67	56

1200

600

300

900

20112012201320142015201620172018201920202021202220232024202540 49 99 162 199 304 387 542 768 929 1051 1024 1054 1166 282

Public access

View all

22 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Neil D. LawrenceUniversity of CambridgeVerified email at cl.cam.ac.uk
Mark van der WilkAssociate Professor, University of OxfordVerified email at cs.ox.ac.uk
Keith WordenUniversity of SheffieldVerified email at sheffield.ac.uk
Magnus RattrayUniversity of ManchesterVerified email at manchester.ac.uk
Alexander G. D. G. MatthewsDeepMindVerified email at google.com
Nicolas DurrandePrincipal Scientist at MonumoVerified email at monumo.com
Vincent DutordoirGoogle DeepMindVerified email at cam.ac.uk
ST JohnFinnish Center for Artificial Intelligence FCAI, Aalto UniversityVerified email at aalto.fi
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Karen HolfordHonorary Distinguished Professor of Mechanical Engineering CardiffVerified email at cardiff.ac.uk
Mark J EatonCardiff UniversityVerified email at cf.ac.uk
Rhys PullinSenior Lecturer in Performance Engineering, Cardiff UniversityVerified email at cardiff.ac.uk
Artem ArtemevImperial College LondonVerified email at imperial.ac.uk
Stefanos EleftheriadisVerified email at amazon.com
Hugh SalimbeniImperial College LondonVerified email at ic.ac.uk
Gareth PierceProfessor Electrical and Electronic Engineering, University of StrathclydeVerified email at strath.ac.uk
Marc DeisenrothUniversity College London and Google DeepMindVerified email at ucl.ac.uk
Vincent AdamPompeu Fabra UniversityVerified email at gatsby.ucl.ac.uk
Carl Edward RasmussenProfessor of Machine Learning, University of CambridgeVerified email at cam.ac.uk
Nicolò FusiPartner Researcher, Microsoft ResearchVerified email at microsoft.com

James Hensman

Microsoft Research

Verified email at microsoft.com

machine learning probabilistic modelling biostatistics Gaussian processes approximate inference


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Gaussian processes for big data J Hensman, N Fusi, ND Lawrence Conference on Uncertainty in Artificial Intellegence, 282--290, 2013	1633	2013
Scalable Variational Gaussian Process Classification J Hensman, A Matthews, Z Ghahramani AISTATS 38, 2014	813	2014
GPflow: A Gaussian process library using TensorFlow AGG Matthews, M Van Der Wilk, T Nickson, K Fujii, A Boukouvalas, P Le, ... Journal of Machine Learning Research 18 (40), 1-6, 2017	694	2017
Natural computing for mechanical systems research: A tutorial overview K Worden, WJ Staszewski, JJ Hensman Mechanical Systems and Signal Processing 25 (1), 4-111, 2011	349	2011
Variational Fourier features for Gaussian processes J Hensman, N Durrande, A Solin Journal of Machine Learning Research 18 (151), 1-52, 2018	259	2018
On sparse variational methods and the Kullback-Leibler divergence between stochastic processes AGG Matthews, J Hensman, R Turner, Z Ghahramani AISTATS 51, 231-239, 2016	206*	2016
Locating acoustic emission sources in complex structures using Gaussian processes J Hensman, R Mills, SG Pierce, K Worden, M Eaton Mechanical Systems and Signal Processing 24 (1), 211-223, 2010	203	2010
GPy: A gaussian process framework in python J Hensman, N Fusi, R Andrade, N Durrande, A Saul, M Zwiessele, ...	182*	2012
MCMC for variationally sparse Gaussian processes J Hensman, AGG Matthews, M Filippone, Z Ghahramani NIPS 2015, 2015	177	2015
Convolutional Gaussian processes M van der Wilk, CE Rasmussen, J Hensman NeurIPS 2017, 2017	174	2017
The circadian clock in murine chondrocytes regulates genes controlling key aspects of cartilage homeostasis N Gossan, L Zeef, J Hensman, A Hughes, JF Bateman, L Rowley, ... Arthritis & Rheumatism 65 (9), 2334-2345, 2013	157	2013
Slicegpt: Compress large language models by deleting rows and columns S Ashkboos, ML Croci, MG Nascimento, T Hoefler, J Hensman arXiv preprint arXiv:2401.15024, 2024	147	2024
Identification of Gaussian process state space models S Eleftheriadis, T Nicholson, M Deisenroth, J Hensman Advances in neural information processing systems 30, 2017	144	2017
Fast variational inference in the conjugate exponential family J Hensman, M Rattray, ND Lawrence NIPS 2012, 2012	141	2012
Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters J Hensman, ND Lawrence, M Rattray BMC bioinformatics 14, 1-12, 2013	127	2013
Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference K Worden, JJ Hensman Mechanical Systems and Signal Processing 32, 153-169, 2012	127	2012
A framework for interdomain and multioutput Gaussian processes M Van der Wilk, V Dutordoir, ST John, A Artemev, V Adam, J Hensman arXiv preprint arXiv:2003.01115, 2020	125	2020
A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview KM Holford, MJ Eaton, JJ Hensman, R Pullin, SL Evans, N Dervilis, ... Progress in Aerospace Sciences 90, 1-11, 2017	119	2017
Quarot: Outlier-free 4-bit inference in rotated llms S Ashkboos, A Mohtashami, M Croci, B Li, P Cameron, M Jaggi, D Alistarh, ... Advances in Neural Information Processing Systems 37, 100213-100240, 2024	113	2024
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models H Salimbeni, S Eleftheriadis, J Hensman AISTATS, 2018	109	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors