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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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cs.LG2023

A unified framework for learning with nonlinear model classes from arbitrary linear samples

Ben Adcock, Juan M. Cardenas, Nick Dexter

We study the fundamental problem of learning an unknown object from data using a prescribed model class. We introduce a unified framework that accommodates objects in arbitrary Hil…