William J. Wilkinson
William J. Wilkinson
Researcher, Invenia Labs
Verifierad e-postadress på invenialabs.co.uk
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Spatio-Temporal Variational Gaussian Processes
O Hamelijnck*, WJ Wilkinson*, NA Loppi, A Solin, T Damoulas
Neural Information Processing Systems (NeurIPS), 2021
Fast Variational Learning in State-Space Gaussian Process Models
PE Chang, WJ Wilkinson, ME Khan, A Solin
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes
W Wilkinson, P Chang, M Andersen, A Solin
International Conference on Machine Learning, 10270-10281, 2020
Unifying Probabilistic Models for Time-Frequency Analysis
WJ Wilkinson, M Riis Andersen, JD Reiss, D Stowell, A Solin
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2019
Sparse algorithms for Markovian Gaussian processes
W Wilkinson, A Solin, V Adam
International Conference on Artificial Intelligence and Statistics, 1747-1755, 2021
Bayes–Newton Methods for Approximate Bayesian Inference with PSD Guarantees
WJ Wilkinson, S Särkkä, A Solin
Journal of Machine Learning Research 24 (83), 1-50, 2023
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
WJ Wilkinson, MR Andersen, JD Reiss, D Stowell, A Solin
36th International Conference on Machine Learning, PMLR 97:6776-6785, 2019, 2019
A Synthesis Model for Mammalian Vocalisation Sound Effects
WJ Wilkinson, JD Reiss
Audio Engineering Society Conference: 61st International Conference: Audio …, 2016
Gaussian Process Modelling for Audio Signals
W Wilkinson
Queen Mary University of London, 2019
Movement Tracking by Optical Flow Assisted Inertial Navigation
L Meronen, WJ Wilkinson, A Solin
2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020
A Generative Model for Natural Sounds Based on Latent Force Modelling
WJ Wilkinson, JD Reiss, D Stowell
International Conference on Latent Variable Analysis and Signal Separation …, 2018
Performable Spectral Synthesis via Low-Dimensional Modelling and Control Mapping
WJ Wilkinson, JD Reiss, D Stowell
DMRN+11: Digital Music Research Network Workshop, Dec. 2016, 2016
Global Approximate Inference via Local Linearisation for Temporal Gaussian Processes
WJ Wilkinson, PE Chang, MR Andersen, A Solin
Second Symposium on Advances in Approximate Bayesian Inference, 2019
Models and inference for temporal Gaussian processes
W Wilkinson
Latent Force Models for Sound: Learning Modal Synthesis Parameters and Excitation Functions from Audio Recordings
WJ Wilkinson, JD Reiss, D Stowell
International Conference on Digital Audio Effects (DAFx) 2017, 2017
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Artiklar 1–15