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 231240 of 423 papers

TitleStatusHype
Balancing Test Accuracy and Security in Computerized Adaptive TestingCode0
Scalable Bilevel Optimization for Generating Maximally Representative OPF DatasetsCode0
Cooperative Lane Changing in Mixed Traffic can be Robust to Human Driver Behavior0
Gradient scarcity with Bilevel Optimization for Graph LearningCode0
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning0
Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization0
A hybrid deep-learning-metaheuristic framework for bi-level network design problemsCode0
On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level0
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming0
A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization0
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Benchmark Results

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