Jonathan Gillard

15 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Structured Nuclear Norm Matrix Completion: Guaranteeing Exact Recovery via Block-Column Scaling.
Numer. Linear Algebra Appl.
Konstantin Usevich, Jonathan Gillard, Philippe Dreesen, Ivan Markovsky
2023 J jnl
A novel initialisation based on hospital-resident assignment for the k-modes algorithm.
Soft Comput.
Jonathan Gillard, Vincent A. Knight, Henry Wilde
2023 J jnl
Polynomial whitening for high-dimensional data.
Comput. Stat.
Jonathan Gillard, Emily O'Riordan, Anatoly Zhigljavsky
2023 J jnl
Review on the book Yaroslav D. Sergeyev, Renato De Leone (Eds.) Numerical infinities and infinitesimals in optimization.
Optim. Lett.
Jonathan Gillard
2022 J jnl
Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review.
CoRR
Jonathan Gillard, Konstantin Usevich
2021 J jnl
Multistart with early termination of descents.
J. Glob. Optim.
Antanas Zilinskas, Jonathan Gillard, Megan Scammell, Anatoly Zhigljavsky
2020 J jnl
Evolutionary dataset optimisation: learning algorithm quality through evolution.
Appl. Intell.
Henry Wilde, Vincent A. Knight, Jonathan Gillard
2018 J jnl
Optimal estimation of direction in regression models with large number of parameters.
Appl. Math. Comput.
Jonathan Gillard, Anatoly Zhigljavsky
2018 J jnl
Structured low-rank matrix completion for forecasting in time series analysis.
CoRR
Jonathan Gillard, Konstantin Usevich
2017 — conf
Global Optimization Challenges in Structured Low Rank Approximation.
LION
Jonathan Gillard, Anatoly A. Zhigljavsky
2016 — ch.
Comparative Study of Different Penalty Functions and Algorithms in Survey Calibration.
Advances in Stochastic and Deterministic Global Optimization
Gareth Davies, Jonathan Gillard, Anatoly Zhigljavsky
2016 J jnl
Difference-based Methods for Truncating the Singular Value Decomposition.
Commun. Stat. Simul. Comput.
Dafydd Evans, Jonathan Gillard
2016 J jnl
Weighted norms in subspace-based methods for time series analysis.
Numer. Linear Algebra Appl.
Jonathan Gillard, Anatoly A. Zhigljavsky
2013 J jnl
Optimization challenges in the structured low rank approximation problem.
J. Glob. Optim.
Jonathan Gillard, Anatoly A. Zhigljavsky
2011 J jnl
Analysis of Structured Low Rank Approximation as an Optimization Problem.
Informatica
Jonathan Gillard, Anatoly A. Zhigljavsky