Webinar
Events
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AI and the Future of Education
FeaturedAI and the Future of Education Monash Education, in collaboration with the Monash Data Futures Institute, is organizing a panel discussion on “AI and the future of education” with internationally acclaimed researchers who will cast a critical eye on the increasing attention being paid to AI-driven applications and systems in education. The panel will explore…
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Bayesian hierarchical stacking—All models are wrong, but some are somewhere useful
FeaturedBayesian hierarchical stacking—All models are wrong, but some are somewhere useful Stacking is a widely used model averaging technique. Like many other ensemble methods, stacking is more effective when model predictive performance is heterogeneous in inputs, in which case we can further improve the stacked mixture with a hierarchical model. In this talk I will focus on the recent development of Bayesian…
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ACEMS Virtual Public Lecture – A Song of Wind & Fire
ACEMS Virtual Public Lecture - A Song of Wind & Fire: a statistical journey through an uncertain world In this lecture, ACEMS Associate Investigator Dr Rachael Quill will explore how shedding light on the uncertainties of wind flow across the environment can support informed decision-making in bushfire management and renewable energy generation. The weather and…
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Data Science Under the Hood: Manifold Learning
Data Science Under the Hood: Manifold Learning This talk introduces Manifold Learning, the technique to uncover the intrinsic shape of the original data. We also discuss how different manifold learning paradigms can be designed to be incorporated to a dimensionality reduction technique to learn the accurate low-dimensional data representation. Register now