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 361370 of 423 papers

TitleStatusHype
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum0
A Single-Timescale Method for Stochastic Bilevel Optimization0
Lower Bounds and Accelerated Algorithms for Bilevel Optimization0
Load Encoding for Learning AC-OPF0
Integrated Optimization of Predictive and Prescriptive Tasks0
Combining Physics and Machine Learning for Network Flow Estimation0
How Robust are Randomized Smoothing based Defenses to Data Poisoning?0
Gaussian Process-based Approach for Bilevel Optimization in the Power System -- A Critical Load Restoration Case0
Convergence and Sample Complexity of SGD in GANs0
Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery0
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Benchmark Results

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