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 221230 of 423 papers

TitleStatusHype
Saliency-Augmented Memory Completion for Continual LearningCode0
Asynchronous Distributed Bilevel OptimizationCode0
Selective classification using a robust meta-learning approach0
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization0
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization0
Solving Bilevel Knapsack Problem using Graph Neural Networks0
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel OptimizationCode0
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming0
Fast Adaptive Federated Bilevel Optimization0
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity0
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Benchmark Results

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