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Minimax Additive Regression under Unknown Dependent Designs

arXiv:2609.39212v1 Announce Type: new 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 densit…

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  1. 2026-10-01 04:00 · arXiv stat.ML
    Minimax Additive Regression under Unknown Dependent Designs

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