# Reproduction: Gradient Flow Sampler-based Distributionally Robust Optimization ## Pages | Page | | --- | | [Executive summary](#/executive-summary) | | [claim-1-six-algorithms](#/claim-1-six-algorithms) | | [claim-2-flow-time](#/claim-2-flow-time) | | [claim-3-outer-loop](#/claim-3-outer-loop) | | [claim-4-total-complexity](#/claim-4-total-complexity) | | [claim-5-cifar-robustness](#/claim-5-cifar-robustness) | | [claim-6-half-bridge](#/claim-6-half-bridge) | | [methods-provenance](#/claim-7-methods-provenance) | | [failure-boundaries](#/claim-8-failure-boundaries) | | [Fresh independent CPU audit](#/claim-99-fresh-independent-cpu-audit) | | [Conclusion](#/conclusion) |