William R. Jacobs

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 4

Top Topics

Variational Inference

Transfer Function

Weakly Supervised

Top Venues

IEEE Trans. Autom. Control.

Publications

William R. Jacobs, Visakan Kadirkamanathan, Sean R. Anderson
Interpretable Deep Learning for Nonlinear System Identification Using Frequency Response Functions With Ensemble Uncertainty Quantification. IEEE Access 12 (2024)
William R. Jacobs, Sean R. Anderson
Interpretable Deep Learning for System Identification Using Nonlinear Output Frequency Response Functions. UKCI (2022)
William R. Jacobs, Tony J. Dodd, Sean R. Anderson
Frequency-Domain Analysis for Nonlinear Systems With Time-Domain Model Parameter Uncertainty. IEEE Trans. Autom. Control. 64 (5) (2019)
William R. Jacobs, Tara Baldacchino, Tony J. Dodd, Sean R. Anderson
Sparse Bayesian Nonlinear System Identification Using Variational Inference. IEEE Trans. Autom. Control. 63 (12) (2018)
Tara Baldacchino, William R. Jacobs, Sean R. Anderson, Keith Worden, Jennifer Rowson
Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach. BIOSIGNALS (2015)
William R. Jacobs, Emma D. Wilson, Tareq Assaf, Jonathan M. Rossiter, Tony J. Dodd, John Porrill, Sean R. Anderson
Control-Oriented Nonlinear Dynamic Modelling of Dielectric Electro-Active Polymers. TAROS (2013)