A/Prof Matthew Tam
Associate Professor in Operations Research
School of Mathematics and Statistics
49 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
A general approach to distributed operator splitting
DOI: 10.1016/j.jmaa.2026.1306922026
Journal article
Relocated Fixed-Point Iterations with Applications to Variable Stepsize Resolvent Splitting
DOI: 10.1137/25m17768102026
Journal article
A first-order algorithm for decentralised min-max problems
DOI: 10.1007/s00211-026-01530-w2026
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
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
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
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-y