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 121–130 of 423 papers

TitleStatusHype
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization—0
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization—0
Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction—0
Data Summarization via Bilevel Optimization—0
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity—0
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks—0
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics—0
A Challenge in Reweighting Data with Bilevel Optimization—0
Bilevel Optimization for Real-Time Control with Application to Locomotion Gait Generation—0
OGAN: Disrupting Deepfakes with an Adversarial Attack that Survives Training—0
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Benchmark Results

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