CV
Education
- PhD, Mathematics, The University of Queensland, Brisbane, Australia, 2018 – 2022.
- Bachelor of Advanced Science (Honours), First Class Honours, Major in Mathematics, The University of Queensland, Brisbane, Australia, 2014 – 2017.
Work Experience
- Mathematics Tutor, The University of Queensland, Brisbane, Australia, 2018 – 2019.
Volunteer Experience
- An organiser of a workshop at ICML 2021.
- An organiser of the 20th INFORMS Applied Probability Society Conference.
- A tutor for the Refugee Tutoring Club at The University of Queensland in 2016, supporting young refugee people in high school and TAFE subjects.
Publications and Preprints
Talks and Presentations
DINO: Distributed Newton-Type Optimization Method
Poster at 37th International Conference on Machine Learning (ICML 2020), Online
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization
Poster at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver Convention Center, Vancouver, Canada
Distributed Deep Learning for the 5G Era
Talk at Queensland AI, River City Labs, Brisbane, Australia
Statistical and Computational Aspects of Modern Machine Learning Problems
Part of session at 20th INFORMS Applied Probability Society (INFORMS-APS 2019), Brisbane Convention Centre, Brisbane, Australia
Communication-Efficient Distributed Second-Order Optimization Methods for Generalized Convex Problems
Poster at AMSI Optimise, Hyatt Regency, Perth, Australia
Distributed Higher-Order Optimisation Algorithms for Machine Learning
Talk at ACEMS 2018 Retreat, Torquay, Australia
Higher-Order Optimisation Algorithms for Large-Scale Machine Learning
Talk at ACEMS Seminar, Brisbane, Australia
Higher-Order Optimisation Algorithms for Large-Scale Machine Learning
Poster at School of Mathematics and Physics Poster Day 2018, Brisbane, Australia