William J. Wilkinson

19 papers A* 3A 1C 1Misc 1Journal 10Unranked 2

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