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arXiv stat.ML · Papers

Non-Stationary Functional Bilevel Optimization

arXiv:2601.15363v2 Announce Type: replace Abstract: Functional bilevel optimization (FBO) provides a powerful framework for hierarchical learning in function spaces, yet current methods are limited to static offline settings and perform suboptimally in online, non-stationary scenarios. We propose SmoothFBO, the first a