Dr Lindon Roberts
Senior Lecturer in Data Science
School of Mathematics and Statistics
27 Scholarly works
2 Projects
HIGHLIGHTS
2026
Research grants (ARC, NHMRC, MRFF)
ARC Centre of Excellence in Mathematics for Quantum Era Security and Trust
2026
Journal article
Randomized subspace derivative-free optimization with quadratic models and second-order convergence
DOI: 10.1080/10556788.2025.26016682025
Research grants (ARC, NHMRC, MRFF)
Next Generation Newton-Type Methods With Minimum Residual Solver
2025
Journal article
High-resolution X-ray scanning with a diffuse Huffman-patterned probe to reduce radiation damage
DOI: 10.1107/S16005775250021272025
Journal article
Neutron beam shaping by ghost projection
DOI: 10.1103/PhysRevA.111.0435202025
Conference Proceedings
Bilevel Learning with Inexact Stochastic Gradients
DOI: 10.1007/978-3-031-92366-1_272025
Journal article
MODEL CONSTRUCTION FOR CONVEX-CONSTRAINED DERIVATIVE-FREE OPTIMIZATION
DOI: 10.1137/24M1649113
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Ghost projection: classical ghost imaging in reverse
DOI: 10.1364/radit.2025.rm1d.32025
Journal article
EXPECTED DECREASE FOR DERIVATIVE-FREE ALGORITHMS USING RANDOM SUBSPACES
DOI: 10.1090/mcom/40112025
Journal article
Regularized black-box optimization algorithms for least-squares problems
DOI: 10.1093/imanum/draf0932025
Journal article
An Adaptively Inexact First-Order Method for Bilevel Optimization with Application to Hyperparameter Learning
DOI: 10.1137/24M16535132024
Journal article
Non-Uniform Smoothness for Gradient Descent