Artigos com autorizações de acesso público - William J. WilkinsonSaiba mais
9 artigos disponíveis publicamente
Spatio-Temporal Variational Gaussian Processes
O Hamelijnck*, WJ Wilkinson*, NA Loppi, A Solin, T Damoulas
Neural Information Processing Systems (NeurIPS), 2021
Autorizações: Academy of Finland, UK Engineering and Physical Sciences Research Council …
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
Autorizações: Academy of Finland
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
Autorizações: Academy of Finland
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
Autorizações: Academy of Finland, Innovation Fund Denmark
Sparse algorithms for Markovian Gaussian processes
W Wilkinson, A Solin, V Adam
International Conference on Artificial Intelligence and Statistics, 1747-1755, 2021
Autorizações: Academy of Finland
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
Autorizações: Academy of Finland
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
Autorizações: Academy of Finland, UK Engineering and Physical Sciences Research Council
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
Autorizações: Academy of Finland
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
Autorizações: Academy of Finland, Innovation Fund Denmark
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