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No-regret optimization of time-varying bilevel problems

math.OC · 2026-05-20 · unverdicted · novelty 6.0

W-SparQ-BL models time-varying lower-level responses with multi-output GPs and sparse approximations to achieve sublinear dynamic regret in bilevel optimization under noise.

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  • No-regret optimization of time-varying bilevel problems math.OC · 2026-05-20 · unverdicted · none · ref 115

    W-SparQ-BL models time-varying lower-level responses with multi-output GPs and sparse approximations to achieve sublinear dynamic regret in bilevel optimization under noise.