Narrowing the Gap: Random Forests In Theory and In Practice

Despite widespread interest and practical use, the theoretical properties of random forests are still not well understood. In this paper we contribute to this understanding in two ways. We present a new theoretically tractable variant of random regression forests and prove that our algorithm is cons...

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Bibliographic Details
Main Authors: Denil, M, Matheson, D, de Freitas, N
Format: Conference item
Published: 2014