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 131140 of 423 papers

TitleStatusHype
Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer DistanceCode0
CoBo: Collaborative Learning via Bilevel OptimizationCode0
Pareto Set Prediction Assisted Bilevel Multi-objective Optimization0
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study0
On Stability in Optimistic Bilevel Optimization0
Rooftop and Community Solar Adoption with Income Heterogeneity0
Preference-Optimized Pareto Set Learning for Blackbox OptimizationCode0
Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius0
Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization0
Improving SAM Requires Rethinking its Optimization FormulationCode0
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Benchmark Results

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