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 151160 of 423 papers

TitleStatusHype
Bilevel learning of the Group Lasso structure0
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization0
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization0
Double Momentum Method for Lower-Level Constrained Bilevel Optimization0
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance0
Efficient Gradient Approximation Method for Constrained Bilevel Optimization0
Efficiently Escaping Saddle Points in Bilevel Optimization0
Efficient Prior Calibration From Indirect Data0
OGAN: Disrupting Deepfakes with an Adversarial Attack that Survives Training0
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum0
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Benchmark Results

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