Matthew Hough

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(Feb 2024) The preprint for the paper I wrote with Steve Vavasis, titled A Primal-Dual Frank-Wolfe Algorithm for Linear Programming, is available on arxiv.
(Oct 2023) I submitted my Master's thesis on solving saddle-point formulations of LPs with the Frank-Wolfe algorithm.
(Aug 2022) My paper with Lindon Roberts titled Model-Based Derivative-Free Methods for Convex-Constrained Optimization was accepted for publication in SIOPT.
(March 2022) I have been invited to talk at ICCOPT 2022 about convex-constrained model-based DFO.
(Nov 2021) The preprint for the paper I wrote with Lindon Roberts, titled Model-Based Derivative-Free Methods for Convex-Constrained Optimization, is available on arxiv.
(Jul 2021) I graduated with a Bachelor of Mathematics from The University of Queensland in Australia.
(May 2021) I have been invited to talk at the INFORMS 2021 Annual Meeting about my work with Dr. Lindon Roberts on derivative-free optimization algorithms with convex constraints.
(Feb 2021) Started working with A/Prof. Hongzhi Yin to investigate the efficiency and accuracy of training recommender systems on edge computing devices.
(Dec 2020) Started working under the supervision of Dr. Lindon Roberts to extend his work on derivative-free optimization algorithms.