Jonathan Gillard

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 11

Top Topics

Global Optimization

Learning Algorithm

Low Rank Approximation

Top Venues

J. Glob. Optim.

Publications

Jonathan Gillard, Emily O'Riordan, Anatoly Zhigljavsky
Polynomial whitening for high-dimensional data. Comput. Stat. 38 (3) (2023)
Jonathan Gillard
Review on the book Yaroslav D. Sergeyev, Renato De Leone (Eds.) Numerical infinities and infinitesimals in optimization. Optim. Lett. 17 (2) (2023)
Jonathan Gillard, Vincent A. Knight, Henry Wilde
A novel initialisation based on hospital-resident assignment for the k-modes algorithm. Soft Comput. 27 (14) (2023)
Jonathan Gillard, Konstantin Usevich
Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review. CoRR (2022)
Antanas Zilinskas, Jonathan Gillard, Megan Scammell, Anatoly Zhigljavsky
Multistart with early termination of descents. J. Glob. Optim. 79 (2) (2021)
Henry Wilde, Vincent A. Knight, Jonathan Gillard
Evolutionary dataset optimisation: learning algorithm quality through evolution. Appl. Intell. 50 (4) (2020)
Jonathan Gillard, Anatoly Zhigljavsky
Optimal estimation of direction in regression models with large number of parameters. Appl. Math. Comput. 318 (2018)
Jonathan Gillard, Konstantin Usevich
Structured low-rank matrix completion for forecasting in time series analysis. CoRR (2018)
Jonathan Gillard, Anatoly A. Zhigljavsky
Global Optimization Challenges in Structured Low Rank Approximation. LION (2017)
Dafydd Evans, Jonathan Gillard
Difference-based Methods for Truncating the Singular Value Decomposition. Commun. Stat. Simul. Comput. 45 (3) (2016)
Jonathan Gillard, Anatoly A. Zhigljavsky
Weighted norms in subspace-based methods for time series analysis. Numer. Linear Algebra Appl. 23 (5) (2016)
Jonathan Gillard, Anatoly A. Zhigljavsky
Optimization challenges in the structured low rank approximation problem. J. Glob. Optim. 57 (3) (2013)
Jonathan Gillard, Anatoly A. Zhigljavsky
Analysis of Structured Low Rank Approximation as an Optimization Problem. Informatica 22 (4) (2011)