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 191200 of 423 papers

TitleStatusHype
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
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset0
Generating Poisoning Attacks against Ridge Regression Models with Categorical Features0
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing0
Fully First-Order Methods for Decentralized Bilevel Optimization0
GPN: A Joint Structural Learning Framework for Graph Neural Networks0
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion0
Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training0
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Benchmark Results

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