SOTAVerified

Bilevel Optimization

Bilevel Optimization is a branch of optimization, which contains a nested optimization problem within the constraints of the outer optimization problem. The outer optimization task is usually referred as the upper level task, and the nested inner optimization task is referred as the lower level task. The lower level problem appears as a constraint, such that only an optimal solution to the lower level optimization problem is a possible feasible candidate to the upper level optimization problem.

Source: Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization

Papers

Showing 381390 of 423 papers

TitleStatusHype
Tuning-Free Bilevel Optimization: New Algorithms and Convergence AnalysisCode0
Safe Gradient Flow for Bilevel OptimizationCode0
Improving SAM Requires Rethinking its Optimization FormulationCode0
Differentiable Instruction Optimization for Cross-Task GeneralizationCode0
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problemsCode0
Inexact Derivative-Free Optimization for Bilevel LearningCode0
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded SmoothnessCode0
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence AnalysisCode0
On Automatic Data Augmentation for 3D Point Cloud ClassificationCode0
PRDP: Progressively Refined Differentiable PhysicsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap0.21Unverified
#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap0.48Unverified
#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap1.44Unverified