A/Prof Matthew Tam
Associate Professor in Operations Research
School of Mathematics and Statistics
47 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
The golden ratio primal-dual algorithm with two new stepsize rules for convex-concave saddle point problems
DOI: 10.1007/s10589-025-00761-12026
Journal article
A first-order algorithm for decentralised min-max problems
DOI: 10.1007/s00211-026-01530-w2025
Journal article
Generalized Monotonicity and the Proximal Point Algorithm
DOI: 10.1287/moor.2025.08632025
Journal article
Identification of Active Component Functions in Finite-Max Minimisation via a Smooth Reformulation
DOI: 10.1007/s00245-025-10229-72025
Journal article
Linear convergence of resolvent splitting with minimal lifting and its application to a primal–dual algorithm
DOI: 10.1080/02331934.2025.25273702023
Research grants (ARC, NHMRC, MRFF)
Distributed Optimisation Without Central Coordination
2020
Research Grant
Nonmonotone Algorithms in Operator Splitting, Optimisation and Data Science
RECENT SCHOLARLY WORKS
2025
Journal article
A distributed proximal splitting method with linesearch for locally Lipschitz gradients
DOI: 10.1007/s10898-025-01544-y2024
Journal article
Non-separable multidimensional multiresolution wavelets: A Douglas-Rachford approach
DOI: 10.1016/j.acha.2024.1016842024
Journal article
Frugal and decentralised resolvent splittings defined by nonexpansive operators
DOI: 10.1007/s11590-023-02064-y2024
Journal article
SINGLE-PROJECTION PROCEDURE FOR INFINITE DIMENSIONAL CONVEX OPTIMIZATION PROBLEMS
DOI: 10.1137/22M15301732023
Journal article
Bregman-Golden Ratio Algorithms for Variational Inequalities
DOI: 10.1007/s10957-023-02320-2