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Global Optimization

190 directly classified papers

Papers per year

Papers

A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem AAAI 2024
Quantum Algorithms for Non-smooth Non-convex Optimization NIPS 2024
How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024
Sample-and-Bound for Non-convex Optimization AAAI 2024
Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024
Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024
Stopping Bayesian Optimization with Probabilistic Regret Bounds NIPS 2024
An invariant information geometric method for high-dimensional online optimization L4DC 2024
PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization JMLR 2024
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization IJCAI 2024
Scalable 3D Registration via Truncated Entry-wise Absolute Residuals CVPR 2024
Discretely beyond $1/e$: Guided Combinatorial Algortihms for Submodular Maximization NIPS 2024
Rectangle Search: An Anytime Beam Search AAAI 2024
Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations ICML 2023
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation WACV 2023
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum NIPS 2023
AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos AAAI 2023
Now We’re Talking: Better Deliberation Groups through Submodular Optimization AAAI 2023
OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023
GloptiNets: Scalable Non-Convex Optimization with Certificates NIPS 2023
Scalable and Globally Optimal Generalized L₁ K-center Clustering via Constraint Generation in Mixed Integer Linear Programming AAAI 2023
PROTES: Probabilistic Optimization with Tensor Sampling NIPS 2023
D-CIPHER: Discovery of Closed-form Partial Differential Equations NIPS 2023
Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes ICML 2023
Global Optimization with Parametric Function Approximation ICML 2023