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 371380 of 423 papers

TitleStatusHype
Delve into the Performance Degradation of Differentiable Architecture Search0
Detecting Shared Data Manipulation in Distributed Optimization Algorithms0
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization0
Differentially Private Bilevel Optimization0
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates0
Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation0
Diffusion-Driven Generative Framework for Molecular Conformation Prediction0
Discrepancy-Optimal Meta-Learning for Domain Generalization0
OGAN: Disrupting Deepfakes with an Adversarial Attack that Survives Training0
Double Momentum Method for Lower-Level Constrained Bilevel Optimization0
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Benchmark Results

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