William J. Wilkinson

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 18

Top Venues

CoRR

ICML

AISTATS

MLSP

Queen Mary University of London, UK (PHD)

Education History

Queen Mary University of London, UK

PHD

Publications

William J. Wilkinson, Simo Särkkä, Arno Solin
Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees. J. Mach. Learn. Res. 24 (2023)
Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas
Spatio-Temporal Variational Gaussian Processes. CoRR (2021)
William J. Wilkinson, Simo Särkkä, Arno Solin
Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees. CoRR (2021)
Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas
Spatio-Temporal Variational Gaussian Processes. NeurIPS (2021)
William J. Wilkinson, Arno Solin, Vincent Adam
Sparse Algorithms for Markovian Gaussian Processes. AISTATS (2021)
William J. Wilkinson, Arno Solin, Vincent Adam
Sparse Algorithms for Markovian Gaussian Processes. CoRR (2021)
Lassi Meronen, William J. Wilkinson, Arno Solin
Movement Tracking by Optical Flow Assisted Inertial Navigation. CoRR (2020)
William J. Wilkinson, Paul E. Chang, Michael Riis Andersen, Arno Solin
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes. CoRR (2020)
Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin
Fast Variational Learning in State-Space Gaussian Process Models. CoRR (2020)
Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin
Fast Variational Learning in State-Space Gaussian Process Models. MLSP (2020)
William J. Wilkinson, Paul E. Chang, Michael Riis Andersen, Arno Solin
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes. ICML (2020)
Lassi Meronen, William J. Wilkinson, Arno Solin
Movement Tracking by Optical Flow Assisted Inertial Navigation. FUSION (2020)
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin
Unifying Probabilistic Models for Time-frequency Analysis. ICASSP (2019)
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin
End-to-End Probabilistic Inference for Nonstationary Audio Analysis. CoRR (2019)
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin
End-to-End Probabilistic Inference for Nonstationary Audio Analysis. ICML (2019)
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss, Dan Stowell, Arno Solin
Unifying Probabilistic Models for Time-Frequency Analysis. CoRR (2018)
William J. Wilkinson, Joshua D. Reiss, Dan Stowell
A Generative Model for Natural Sounds Based on Latent Force Modelling. LVA/ICA (2018)
William J. Wilkinson, Joshua D. Reiss, Dan Stowell
A Generative Model for Natural Sounds Based on Latent Force Modelling. CoRR (2018)

William J. Wilkinson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

William J. Wilkinson