Talks

Presentations

Bayesian Parameter Balancing Enables Robust and Consistent Estimation of Kinetic Parameter Uncertainty

ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems Theme 1 Workshop at Queensland University of Technology, Australia

Invited Speaker

05/2026

Towards Mathematical Foundations for Trustworthy and Scalable AI and Data Science through Multimodality and Sparsity in Bayesian and Frequentist Perspectives

Bayes on the Beach 2026, University of Wollongong, Australia

Poster presentation

02/2026

Mathematical Foundations of AI and Data Science for Trustworthy Systems: Leveraging Multimodality and Sparsity

The 69th Annual Meeting of the Australian Mathematical Society, La Trobe University, Australia

Invited Speaker

12/2025

Towards Understanding Parameter Estimation and Bayesian Model Selection in Gaussian Mixture of Experts Models

The 19th International Joint Conference on Computational and Financial Econometrics and Computational and Methodological Statistics, Birkbeck, University of London

Invited Speaker

12/2025

Mathematical Foundations of AI and Data Science for Trustworthy Systems: Leveraging Multimodality and Sparsity

School of Mathematical Sciences Research Seminar, Queensland University of Technology, Australia

Invited Speaker

09/2025

Revisiting Parameter Estimation and Model Selection in Gaussian Mixture of Experts Models

The 8th International Conference on Econometrics and Statistics, Tokyo, Japan

Invited Speaker

08/2025

Accelerating Transformers with Spectrum-Preserving Token Merging

Seminar@SystemX, Institute for Technological Research (IRT) SystemX, Research & Technology Organisation of Paris-Saclay, Palaiseau, France

Invited Speaker

02/2025

Towards Understanding Mixture of Experts

Bayesian Learning and Network Analysis Workshop, Vietnam Institute for Advanced Study in Mathematics, Hanoi, Vietnam

Invited Speaker

07/2024

Bayesian Likelihood Free Inference Using Mixtures of Experts

The IEEE World Congress on Computational Intelligence, Yokohama, Japan

Oral presentation

07/2024

Demystifying Softmax Gating Function in Gaussian Mixture of Experts

The Ninth Pacific Rim Conference in Mathematics, Mathematical Sciences Institute, Australian National University, Darwin, Australia

Contributed talk and poster session

06/2024