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 76–100 of 423 papers

TitleStatusHype
A Provably Convergent Plug-and-Play Framework for Stochastic Bilevel Optimization—0
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization—0
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance—0
On The Sample Complexity Bounds In Bilevel Reinforcement Learning—0
Learn to Bid as a Price-Maker Wind Power Producer—0
Optimizing Decomposition for Optimal Claim VerificationCode0
Exergy Battery Modeling and P2P Trading Based Optimal Operation of Virtual Energy Station—0
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints—0
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness—0
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry—0
Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction—0
PRDP: Progressively Refined Differentiable PhysicsCode0
Adversarial Training for Defense Against Label Poisoning AttacksCode0
Learning Theory for Kernel Bilevel Optimization—0
A First-order Generative Bilevel Optimization Framework for Diffusion Models—0
Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training—0
BILBO: BILevel Bayesian OptimizationCode0
Enhancing Generalization via Sharpness-Aware Trajectory Matching for Dataset Condensation—0
qNBO: quasi-Newton Meets Bilevel Optimization—0
Optimizing Bidding Curves for Renewable Energy in Two-Settlement Electricity Markets—0
Evaluating Data Influence in Meta Learning—0
Safe Gradient Flow for Bilevel OptimizationCode0
Analyzing the Role of the DSO in Electricity Trading of VPPs via a Stackelberg Game ModelCode0
Generating Poisoning Attacks against Ridge Regression Models with Categorical Features—0
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded SmoothnessCode0
Show:102550
← PrevPage 4 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