Linkage - International - Grant ID: LX0452832

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LX0452832

Funding Status
Closed

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Funded Activity Summary

Asymptotic Geometric Analysis and Machine Learning. Phenomena in large dimensions appear in a number of domains of Mathematics and adjacent domains of science (e.g. Computer Science), dealing with functions of infinitely growing number of parameters. Here, we focus on several questions naturally linked to Asymptotic Geometric Analysis which have natural applications to Statistical Learning Theory. We intend to use geometric, probabilistic and combinatorial methods to investigate these problems, with an emphasis on modern tools in Empirical Processes Theory and the theory of Random Matrices.

Funded Activity Details

Start Date: 01-01-2004

End Date: 31-12-2004

Funding Scheme: Linkage - International

Funding Amount: $134,958.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Probability Theory | Pure Mathematics | Functional Analysis | Pattern Recognition

ANZSRC Socio-Economic Objective (SEO)

Information processing services | Application tools and system utilities |

Other Keywords

Application tools and system utilities | Functional Analysis | Information processing services | Pattern Recognition | Probability Theory | Pure Mathematics

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