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 141150 of 423 papers

TitleStatusHype
Decision-focused predictions via pessimistic bilevel optimization: a computational study0
Diffusion-Driven Generative Framework for Molecular Conformation Prediction0
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation0
REBEL: Reward Regularization-Based Approach for Robotic Reinforcement Learning from Human Feedback0
Achieving O(ε^-1.5) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization0
Uncertainty-Informed Renewable Energy Scheduling: A Scalable Bilevel Framework0
iMatching: Imperative Correspondence LearningCode1
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculusCode0
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learningCode1
Convexifying Regulation Market Clearing of State-of-Charge Dependent Bid0
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Benchmark Results

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