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ResearchFormerly WizWand

Finding an epsilon-stationary point

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Non-convex functions

-6Oracle Complexity

12

May 18, 2026

Homogeneous Setup Problem 1 Theoretical bounds 1.0

(Synchronous) Vanilla PG

1Computational Complexity Bound

6

Mar 31, 2026

Heterogeneous Setup

1Computational Complexity

3

Mar 31, 2026

Conditional Bilevel Optimization Theoretical

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—Primary metric

0

Feb 26, 2026

Bilevel Optimization Theoretical

—

—Primary metric

0

Feb 26, 2026

Nonconvex Contextual Stochastic Bilevel Optimization (CSBO)

—

—Primary metric

0

Feb 26, 2026