323 citations · 346 across the 14 of their papers we have counts for
3 papers · 1 filter
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…
Tensor-Sparsity of Solutions to High-Dimensional Elliptic Partial Differential Equations
Wolfgang Dahmen, Ronald DeVore, Lars Grasedyck +1
A recurring theme in attempts to break the curse of dimensionality in the numerical approximations of solutions to high-dimensional partial differential equations (PDEs) is to empl…
Convex optimization on Banach Spaces
R. A. DeVore, V. N. Temlyakov
Greedy algorithms which use only function evaluations are applied to convex optimization in a general Banach space . Along with algorithms that use exact evaluations, algorithms…