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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 331–340 of 423 papers

TitleStatusHype
On Implicit Bias in Overparameterized Bilevel Optimization—0
Online Nonconvex Bilevel Optimization with Bregman Divergences—0
On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level—0
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation—0
On Stability and Generalization of Bilevel Optimization Problem—0
Unified Convergence Analysis for Adaptive Optimization with Moving Average Estimator—0
On the Bias-Variance-Cost Tradeoff of Stochastic Optimization—0
On the Communication Complexity of Decentralized Bilevel Optimization—0
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization—0
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness—0
Show:102550
← PrevPage 34 of 43Next →
All datasetsEquilibrium-Traffic-Networks/AnaheimEquilibrium-Traffic-Networks/Eastern MassachusettsEquilibrium-Traffic-Networks/Sioux Falls

Benchmark Results

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