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News/Minimax Additive Regression under Unknown Dependent Designs
arxiv
PublishedOctober 2, 2026 at 4:00 AM

Minimax Additive Regression under Unknown Dependent Designs

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arXiv:2609.39212v1 Announce Type: cross Abstract: We study additive regression under a potentially non-product random design on $[0,1]^d$, allowing the dimension $d$ to grow with the sample size $n$. We introduce coupled smoothness classes that separately control the regularity of the marginal densi

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