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 2130 of 423 papers

TitleStatusHype
HypBO: Accelerating Black-Box Scientific Experiments Using Experts' HypothesesCode1
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New PerspectiveCode1
From Hypergraph Energy Functions to Hypergraph Neural NetworksCode1
iSLAM: Imperative SLAMCode1
Class-Incremental Exemplar Compression for Class-Incremental LearningCode1
Boosting Differentiable Causal Discovery via Adaptive Sample ReweightingCode1
Nystrom Method for Accurate and Scalable Implicit DifferentiationCode1
On Penalty-based Bilevel Gradient Descent MethodCode1
How to Sift Out a Clean Data Subset in the Presence of Data Poisoning?Code1
BOME! Bilevel Optimization Made Easy: A Simple First-Order ApproachCode1
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Benchmark Results

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