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
BODAME: Bilevel Optimization for Defense Against Model Extraction0
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming0
A Novel Convergence Analysis for Algorithms of the Adam Family0
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse0
Achieving Linear Speedup in Non-IID Federated Bilevel Learning0
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization0
Gaussian Process-based Approach for Bilevel Optimization in the Power System -- A Critical Load Restoration Case0
Game-theoretic Energy Management Strategies With Interacting Agents in Formula 10
GABO: Graph Augmentations with Bi-level Optimization0
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization0
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Benchmark Results

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