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ISSN 1573-0565 · DOI 10.1007/978-3-319-11662-4

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stat.ML 1

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2026 1

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Fast Rates for Nonstationary Weighted Risk Minimization

stat.ML · 2026-02-05 · unverdicted · novelty 7.0

Decomposes excess risk in nonstationary weighted ERM into learning and drift terms, then proves oracle inequalities under mixing that recover minimax rates in stationary cases.

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  • Fast Rates for Nonstationary Weighted Risk Minimization stat.ML · 2026-02-05 · unverdicted · none · ref 11

    Decomposes excess risk in nonstationary weighted ERM into learning and drift terms, then proves oracle inequalities under mixing that recover minimax rates in stationary cases.