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 131140 of 423 papers

TitleStatusHype
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF0
Implicit Diffusion: Efficient Optimization through Stochastic Sampling0
A Framework for Bilevel Optimization on Riemannian ManifoldsCode0
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity0
Neur2BiLO: Neural Bilevel OptimizationCode1
Convex and Bilevel Optimization for Neuro-Symbolic Inference and LearningCode0
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence AnalysisCode0
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization0
MoML: Online Meta Adaptation for 3D Human Motion Prediction0
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion0
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Benchmark Results

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