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| A machine learning approach for fighting the curse of dimensionality in global optimization | Oct 28, 2021 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields | Oct 19, 2021 | global-optimization | CodeCode Available | 0 |
| Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information | Oct 19, 2021 | Adversarial Attackglobal-optimization | —Unverified | 0 |
| Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin Production | Sep 24, 2021 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | Sep 20, 2021 | AutoMLBayesian Optimization | CodeCode Available | 2 |
| Headed-Span-Based Projective Dependency Parsing | Sep 17, 2021 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Certifiably Optimal Outlier-Robust Geometric Perception: Semidefinite Relaxations and Scalable Global Optimization | Sep 7, 2021 | global-optimizationPose Estimation | CodeCode Available | 1 |
| Cumulative Regret Analysis of the Piyavskii--Shubert Algorithm and Its Variants for Global Optimization | Aug 24, 2021 | global-optimization | —Unverified | 0 |
