CAREER: Beyond Multi-Index Models: Statistical and Algorithmic Foundations for Feature Learning in Compositional Architectures
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Across science and engineering, from biology, econometrics to aerodynamics, data are often high-dimensional and complex, yet the outcomes of interest are frequently governed by only a few critical factors interacting in structured ways. Despite major advances, a significant gap remains between interpretable statistical methods and modern…
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