An adaptively inexact first-order method for bilevel optimization with application to hyperparameter learning
Sydney Workshop on Mathematics of Data Science, University of Sydney
Talks and presentations
Model Construction for Convex-Constrained Derivative-Free Optimization
WOMBAT 2024, University of Sydney
Randomised Subspace Methods for Scalable Derivative-Free Optimisation
UNSW Applied Maths Seminar, UNSW Sydney
Expected decrease for derivative-free algorithms using random subspaces
DFOS 2024, University of Padova
Differentiation: the good, the bad, and the ugly
Sydney University Mathematical Society, University of Sydney
A Dynamic Linesearch Method for Bilevel Learning
SigmaOpt 2024, University of South Australia
Expected decrease for derivative-free algorithms using random subspaces
WOMBAT/WICO 2023, University of Sydney
Large-scale derivative-free optimization using random subspace methods
Simons Collaboration on Hidden Symmetries and Fusion Energy
Analyzing Inexact Hypgergradients for Bilevel Learning
SIAM OP23, Seattle
Black-Box Optimisation Techniques for Complex Systems
Biarri Applied Mathematics Conference
Large-scale derivative-free optimization using random subspace methods
Curtin Centre for Optimisation and Decision Science Colloquium
Large-scale derivative-free optimization using random subspace methods
OPTIMA Seminar Series
Inexact Derivative-Free Optimization for Bilevel Learning
INFORMS Annual Meeting 2021
Inexact Derivative-Free Optimization for Bilevel Learning
Machine Intelligence and Learning Systems Seminar, Université Paris Dauphine-PSL
Scalable Subspace Methods for Derivative-Free Nonlinear Least-Squares Optimization
University of Leicester Applied Mathematics Seminar
Scalable Subspace Methods for Derivative-Free Nonlinear Least-Squares Optimization
20th IMA Leslie Fox Prize Event
Inexact Derivative-Free Optimisation for Bilevel Learning
CTAC 2020, University of New South Wales
Derivative-free optimisation for least-squares problems
UNSW Applied Mathematics Seminar, University of New South Wales
Improving the scalability of model-based derivative-free optimization
Data Science Down Under, University of Newcastle
Improving the efficiency and robustness of black-box optimisation
ANU Uncertainty Quantification Workshop, Australian National University
Derivative-Free Algorithms for Nonconvex Optimisation
ANU Computational Mathematics Seminar, Australian National University
Improving the scalability of derivative-free optimization for nonlinear least-squares problems
ICCOPT 2019, TU Berlin
Improving the scalability of derivative-free optimization for nonlinear least-squares problems
EUROPT 2019, University of Strathclyde
Improving the scalability of derivative-free optimization for nonlinear least-squares problems
28th Biennial Numerical Analysis Conference, University of Strathclyde
Improving the efficiency and robustness of black-box optimisation
2nd IMA and OR Society Conference on Mathematics of Operational Research, Aston University
Improving the Flexibility and Robustness of Derivative-Free Optimisation Solvers
Cambridge Image Analysis/Medical Imaging in Healthcare Seminar, University of Cambridge
Improving the Flexibility and Robustness of Derivative-Free Optimization Solvers
National Institute of Informatics Invited Seminar, National Institute of Informatics, Tokyo
A flexible, robust and efficient derivative-free solver for least-squares
ISMP 2018, University of Bordeaux
Improving the efficiency of derivative-free methods for nonlinear least squares problems
6th IMA Conference on Numerical Linear Algebra and Optimization, University of Birmingham
Derivative-Free Optimisation Methods for Nonlinear Least-Squares Problems
27th Biennial Numerical Analysis Conference, University of Strathclyde