עקוב אחר
James Hensman
James Hensman
Microsoft Research
כתובת אימייל מאומתת בדומיין microsoft.com
כותרת
צוטט על ידי
צוטט על ידי
שנה
Gaussian processes for big data‏
J Hensman, N Fusi, ND Lawrence‏
Conference on Uncertainty in Artificial Intellegence, 282--290, 2013‏
16142013
Scalable Variational Gaussian Process Classification‏
J Hensman, A Matthews, Z Ghahramani‏
AISTATS 38, 2014‏
8012014
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
6872017
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
3472011
Variational Fourier features for Gaussian processes‏
J Hensman, N Durrande, A Solin‏
Journal of Machine Learning Research 18 (151), 1-52, 2018‏
2542018
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
205*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
1992010
GPy: A gaussian process framework in python‏
J Hensman, N Fusi, R Andrade, N Durrande, A Saul, M Zwiessele, ...‏
181*2012
MCMC for variationally sparse Gaussian processes‏
J Hensman, AGG Matthews, M Filippone, Z Ghahramani‏
NIPS 2015, 2015‏
1752015
Convolutional Gaussian processes‏
M van der Wilk, CE Rasmussen, J Hensman‏
NeurIPS 2017, 2017‏
1742017
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
1562013
Identification of Gaussian process state space models‏
S Eleftheriadis, T Nicholson, M Deisenroth, J Hensman‏
Advances in neural information processing systems 30, 2017‏
1432017
Fast variational inference in the conjugate exponential family‏
J Hensman, M Rattray, ND Lawrence‏
NIPS 2012, 2012‏
1412012
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
1272024
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
1272012
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
1262013
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
1212020
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
1192017
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models‏
H Salimbeni, S Eleftheriadis, J Hensman‏
AISTATS, 2018‏
1092018
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, 2025‏
982025
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מאמרים 1–20