Prof Howard Bondell
Head, School of Mathematics and Statistics
School of Mathematics and Statistics
105 Scholarly works
7 Projects
HIGHLIGHTS
2026
Journal article
Mathematical modeling and optimization of athletic performance: Tapering and periodization
DOI: 10.1515/jqas-2025-00772026
Journal article
Bayesian Inference of Contextual Bandit Policies via Empirical Likelihood
2026
Journal article
Augmenting Neural Networks With Time-Varying Weights
DOI: 10.1002/for.700142025
Journal article
Efficient sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm
DOI: 10.1016/j.csda.2025.1081462024
Research grants (ARC, NHMRC, MRFF)
Causal Knowledge-Empowered Adaptive Federated Learning
2020
Research grants (ARC, NHMRC, MRFF)
Statistical Modelling in the Era of Data Science: Theory and Practice
2018
Research Grant
Towards Designing Complex Networks Resilient to Stealthy Attack and Cascading Failure
RECENT SCHOLARLY WORKS
2025
Journal article
Domain generalization via content factors isolation: a two-level latent variable modeling approach
DOI: 10.1007/s10994-024-06717-62025
Journal article
ComFe: An Interpretable Head for Vision Transformers
2025
Conference Proceedings
MissScore: High-Order Score Estimation in the Presence of Missing Data
2025
Journal article
A Mixture of Exemplars Approach for Efficient Out-of-Distribution Detection with Foundation Models
2025
Journal article
Preserving Angles Improves Feature Distillation
2025
Conference Proceedings
Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds
RECENT PROJECTS
2021
Research grants (ARC, NHMRC, MRFF)
Return of Strategic Funding (Monash) - ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA)
2022
Research grants (international)
Deep Learning Theory