323 citations · 324 across the 3 of their papers we have counts for
3 papers
stat.ML2017★ 1 cited
Minimax Lower Bounds for Ridge Combinations Including Neural Nets
Jason M. Klusowski, Andrew R. Barron
Estimation of functions of variables is considered using ridge combinations of the form where th…
cs.IT2012
Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C
Antony Joseph, Andrew Barron
For the additive white Gaussian noise channel with average codeword power constraint, sparse superposition codes are developed. These codes are based on the statistical high-dimens…
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…