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 131140 of 423 papers

TitleStatusHype
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem0
Analyzing Inexact Hypergradients for Bilevel Learning0
Bilevel Optimization for Differentially Private Optimization in Energy Systems0
Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography0
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization0
A First-order Generative Bilevel Optimization Framework for Diffusion Models0
EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation0
ES-Based Jacobian Enables Faster Bilevel Optimization0
Bilevel Online Deep Learning in Non-stationary Environment0
Bilevel Model for Electricity Market Mechanism Optimisation via Quantum Computing Enhanced Reinforcement Learning0
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Benchmark Results

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