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 181190 of 423 papers

TitleStatusHype
First-order penalty methods for bilevel optimization0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization0
How Robust are Randomized Smoothing based Defenses to Data Poisoning?0
Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization0
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing0
Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training0
GABO: Graph Augmentations with Bi-level Optimization0
Game-theoretic Energy Management Strategies With Interacting Agents in Formula 10
Gaussian Process-based Approach for Bilevel Optimization in the Power System -- A Critical Load Restoration Case0
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming0
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Benchmark Results

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