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Global Optimization

190 directly classified papers

Papers per year

Papers

Adaptive Algorithms for Relaxed Pareto Set Identification NIPS 2023
AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos AAAI 2023
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum NIPS 2023
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms IJCAI 2023
PROTES: Probabilistic Optimization with Tensor Sampling NIPS 2023
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation ICML 2023
Constrained Efficient Global Optimization of Expensive Black-box Functions ICML 2023
A Corrected Expected Improvement Acquisition Function Under Noisy Observations ACML 2023
GloptiNets: Scalable Non-Convex Optimization with Certificates NIPS 2023
Global Optimization Networks ICML 2022
Generalizing Bayesian Optimization with Decision-theoretic Entropies NIPS 2022
RAGO: Recurrent Graph Optimizer for Multiple Rotation Averaging CVPR 2022
Global Optimization of K-Center Clustering ICML 2022
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree NIPS 2022
The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound NIPS 2022
Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares COLT 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
A Simple Decentralized Cross-Entropy Method NIPS 2022
Uncertainty Quantification for Bayesian Optimization AISTATS 2022
Human-AI Collaborative Bayesian Optimisation NIPS 2022
Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework AAAI 2022
Global Optimal K-Medoids Clustering of One Million Samples NIPS 2022
Procrastinated Tree Search: Black-Box Optimization with Delayed, Noisy, and Multi-Fidelity Feedback AAAI 2022
Deterministic Point Cloud Registration via Novel Transformation Decomposition CVPR 2022