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David Matheson
David Matheson
Empirical Results
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Bayesian optimization in a billion dimensions via random embeddings
Z Wang, F Hutter, M Zoghi, D Matheson, N De Feitas
Journal of Artificial Intelligence Research 55, 361-387, 2016
8032016
Narrowing the gap: Random forests in theory and in practice
M Denil, D Matheson, N De Freitas
International conference on machine learning, 665-673, 2014
3162014
Consistency of online random forests
M Denil, D Matheson, N Freitas
International conference on machine learning, 1256-1264, 2013
1172013
An empirical study of practical, theoretical and online variants of random forests
D Matheson
University of British Columbia, 2014
2014
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