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Email

matthew.tam@unimelb.edu.au

Credentials


Position
Associate Professor in Operations Research
School of Mathematics and Statistics
Education
Doctorate
University of Newcastle
Bachelors Degree (Honours)
University of Newcastle
Bachelors Degree
University of Newcastle
Bachelors Degree
University of Newcastle
ORCID

0000-0002-3654-6553

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/s10589-025-00761-1
  • 2026

    Journal article

    A first-order algorithm for decentralised min-max problems
    DOI: 10.1007/s00211-026-01530-w
  • 2025

    Journal article

    Generalized Monotonicity and the Proximal Point Algorithm
    DOI: 10.1287/moor.2025.0863
  • 2025

    Journal article

    Identification of Active Component Functions in Finite-Max Minimisation via a Smooth Reformulation
    DOI: 10.1007/s00245-025-10229-7
  • 2025

    Journal article

    Linear convergence of resolvent splitting with minimal lifting and its application to a primal–dual algorithm
    DOI: 10.1080/02331934.2025.2527370
  • 2023

    Research grants (ARC, NHMRC, MRFF)

    Distributed Optimisation Without Central Coordination
  • 2020

    Research Grant

    Nonmonotone Algorithms in Operator Splitting, Optimisation and Data Science
Matthew Tam

RECENT SCHOLARLY WORKS

  • 2025

    Journal article

    A distributed proximal splitting method with linesearch for locally Lipschitz gradients
    DOI: 10.1007/s10898-025-01544-y
  • 2024

    Journal article

    Non-separable multidimensional multiresolution wavelets: A Douglas-Rachford approach
    DOI: 10.1016/j.acha.2024.101684
  • 2024

    Journal article

    Frugal and decentralised resolvent splittings defined by nonexpansive operators
    DOI: 10.1007/s11590-023-02064-y
  • 2024

    Journal article

    SINGLE-PROJECTION PROCEDURE FOR INFINITE DIMENSIONAL CONVEX OPTIMIZATION PROBLEMS
    DOI: 10.1137/22M1530173
  • 2023

    Journal article

    Bregman-Golden Ratio Algorithms for Variational Inequalities
    DOI: 10.1007/s10957-023-02320-2

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