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20222026
most citedLearning smooth functions in high dimensions: from sparse polynomials to deep neural networks

2 citations · 5 across the 8 of their papers we have counts for

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math.NA2022★ 1 cited

Monte Carlo is a good sampling strategy for polynomial approximation in high dimensions

Ben Adcock, Simone Brugiapaglia

This paper concerns the approximation of smooth, high-dimensional functions from limited samples using polynomials. This task lies at the heart of many applications in computationa…