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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 423 papers

TitleStatusHype
First-Order Methods for Linearly Constrained Bilevel Optimization—0
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled ConstraintsCode0
AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation—0
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence TruncationCode0
Contextual Bilevel Reinforcement Learning for Incentive AlignmentCode0
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning—0
Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity—0
SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity—0
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees—0
Efficient Prior Calibration From Indirect Data—0
Riemannian Bilevel Optimization—0
Game-theoretic Energy Management Strategies With Interacting Agents in Formula 1—0
Data Augmentation Policy Search for Long-Term Forecasting—0
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization—0
BiLO: Bilevel Local Operator Learning for PDE inverse problemsCode0
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspaceCode0
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing—0
Functional Bilevel Optimization for Machine LearningCode0
Whiteness-based bilevel learning of regularization parameters in imaging—0
BloomGML: Graph Machine Learning through the Lens of Bilevel OptimizationCode0
Enhancing Hypergradients Estimation: A Study of Preconditioning and ReparameterizationCode0
Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning—0
Generalizing Reward Modeling for Out-of-Distribution Preference LearningCode0
PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information—0
Conformal Predictive Programming for Chance Constrained Optimization—0
Show:102550
← PrevPage 7 of 17Next →
All datasetsEquilibrium-Traffic-Networks/AnaheimEquilibrium-Traffic-Networks/Eastern MassachusettsEquilibrium-Traffic-Networks/Sioux Falls

Benchmark Results

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