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 151160 of 423 papers

TitleStatusHype
Adaptive Training Distributions with Scalable Online Bilevel Optimization0
On the Communication Complexity of Decentralized Bilevel Optimization0
A Single-Loop Algorithm for Decentralized Bilevel Optimization0
Embarassingly Simple Dataset DistillationCode1
Adaptive Mirror Descent Bilevel Optimization0
Contextual Stochastic Bilevel Optimization0
A Challenge in Reweighting Data with Bilevel Optimization0
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization0
Detecting Shared Data Manipulation in Distributed Optimization Algorithms0
Self-Supervised Dataset Distillation for Transfer LearningCode1
Show:102550
← PrevPage 16 of 43Next →

Benchmark Results

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