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math.ST2014★ 8 cited
Classification algorithms using adaptive partitioning
Peter Binev, Albert Cohen, Wolfgang Dahmen +1
Algorithms for binary classification based on adaptive tree partitioning are formulated and analyzed for both their risk performance and their friendliness to numerical implementat…
math.ST2008★ 323 cited
Approximation and learning by greedy algorithms
Andrew R. Barron, Albert Cohen, Wolfgang Dahmen +1
We consider the problem of approximating a given element from a Hilbert space by means of greedy algorithms and the application of such procedures to the regressi…