Search Results for author: David Matheson

Found 3 papers, 2 papers with code

Narrowing the Gap: Random Forests In Theory and In Practice

no code implementations4 Oct 2013 Misha Denil, David Matheson, Nando de Freitas

Despite widespread interest and practical use, the theoretical properties of random forests are still not well understood.

regression

Consistency of Online Random Forests

1 code implementation20 Feb 2013 Misha Denil, David Matheson, Nando de Freitas

As a testament to their success, the theory of random forests has long been outpaced by their application in practice.

Bayesian Optimization in a Billion Dimensions via Random Embeddings

1 code implementation9 Jan 2013 Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas

Bayesian optimization techniques have been successfully applied to robotics, planning, sensor placement, recommendation, advertising, intelligent user interfaces and automatic algorithm configuration.

Bayesian Optimization

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