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 8190 of 423 papers

TitleStatusHype
Optimizing Decomposition for Optimal Claim VerificationCode0
Exergy Battery Modeling and P2P Trading Based Optimal Operation of Virtual Energy Station0
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness0
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints0
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry0
Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction0
PRDP: Progressively Refined Differentiable PhysicsCode0
Adversarial Training for Defense Against Label Poisoning AttacksCode0
A First-order Generative Bilevel Optimization Framework for Diffusion Models0
Learning Theory for Kernel Bilevel Optimization0
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Benchmark Results

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