DINO: Distributed Newton-Type Optimization Method
Poster, 37th International Conference on Machine Learning (ICML 2020), Online
Talks and Presentations
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization
Poster, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver Convention Center, Vancouver, Canada
Distributed Deep Learning for the 5G Era
Talk, Queensland AI, River City Labs, Brisbane, Australia
Statistical and Computational Aspects of Modern Machine Learning Problems
Part of session, 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, AMSI Optimise, Hyatt Regency, Perth, Australia
Distributed Higher-Order Optimisation Algorithms for Machine Learning
Talk, ACEMS 2018 Retreat, Torquay, Australia
Higher-Order Optimisation Algorithms for Large-Scale Machine Learning
Talk, ACEMS Seminar, Brisbane, Australia
Higher-Order Optimisation Algorithms for Large-Scale Machine Learning
Poster, School of Mathematics and Physics Poster Day 2018, Brisbane, Australia
