Matthew Hough

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(Mar 2026) The preprint for the paper Convergence of the Frank-Wolfe Algorithm for Monotone Variational Inequalities is available on arxiv.
(Dec 2025) The preprint for the paper I wrote with Steve Vavasis, titled Data-Dependent Complexity of First-Order Methods for Binary Classification, is available on arxiv.
(Sep 2025) I am interning with Gauthier Gidel at MILA for the Fall term (Sep-Dec).
(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.