William J. Wilkinson

According to our database, William J. Wilkinson authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees.

William J. Wilkinson, Simo Särkkä, Arno Solin

J. Mach. Learn. Res., 2023

2021

Spatio-Temporal Variational Gaussian Processes.

Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sparse Algorithms for Markovian Gaussian Processes.

William J. Wilkinson, Arno Solin, Vincent Adam

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Fast Variational Learning in State-Space Gaussian Process Models.

Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes.

William J. Wilkinson, Paul E. Chang, Michael Riis Andersen, Arno Solin

Proceedings of the 37th International Conference on Machine Learning, 2020

Movement Tracking by Optical Flow Assisted Inertial Navigation.

Lassi Meronen, William J. Wilkinson, Arno Solin

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

Gaussian process modelling for audio signals.

William J. Wilkinson

PhD thesis, 2019

End-to-End Probabilistic Inference for Nonstationary Audio Analysis.

William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin

Proceedings of the 36th International Conference on Machine Learning, 2019

Unifying Probabilistic Models for Time-frequency Analysis.

William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Generative Model for Natural Sounds Based on Latent Force Modelling.

William J. Wilkinson, Joshua D. Reiss, Dan Stowell

Proceedings of the Latent Variable Analysis and Signal Separation, 2018