Stebėti
William J. Wilkinson
William J. Wilkinson
Researcher, Invenia Labs
Patvirtintas el. paštas invenialabs.co.uk
Pavadinimas
Cituota
Cituota
Metai
Spatio-Temporal Variational Gaussian Processes
O Hamelijnck*, WJ Wilkinson*, NA Loppi, A Solin, T Damoulas
Neural Information Processing Systems (NeurIPS), 2021
402021
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
282020
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
202023
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
192020
Sparse algorithms for Markovian Gaussian processes
W Wilkinson, A Solin, V Adam
International Conference on Artificial Intelligence and Statistics, 1747-1755, 2021
162021
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
122019
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
102019
Gaussian process modelling for audio signals
W Wilkinson
Queen Mary University of London, 2019
102019
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
92017
A Synthesis Model for Mammalian Vocalisation Sound Effects
WJ Wilkinson, JD Reiss
Audio Engineering Society Conference: 61st International Conference: Audio …, 2016
82016
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
42020
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
32018
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
22019
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
22016
Models and inference for temporal Gaussian processes
W Wilkinson
2019
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Straipsniai 1–15