| Monte Carlo Tree Descent for Black-Box Optimization | Nov 1, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach | Oct 31, 2022 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models | Oct 31, 2022 | Bayesian OptimizationClassification | —Unverified | 0 |
| Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors | Oct 31, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Atlas: Automate Online Service Configuration in Network Slicing | Oct 30, 2022 | Bayesian OptimizationSafe Exploration | CodeCode Available | 0 |
| Joint Uplink-Downlink Capacity and Coverage Optimization via Site-Specific Learning of Antenna Settings | Oct 27, 2022 | Bayesian Optimization | —Unverified | 0 |
| Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements | Oct 27, 2022 | Bayesian Optimization | —Unverified | 0 |
| Multi-Fidelity Bayesian Optimization with Unreliable Information Sources | Oct 25, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings | Oct 25, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Transformers For Recognition In Overhead Imagery: A Reality Check | Oct 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Local Bayesian optimization via maximizing probability of descent | Oct 21, 2022 | Bayesian OptimizationNavigate | CodeCode Available | 0 |
| Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport | Oct 21, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | CodeCode Available | 0 |
| Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data | Oct 19, 2022 | Bayesian OptimizationContrastive Learning | —Unverified | 0 |
| Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization | Oct 18, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis | Oct 18, 2022 | Bayesian Optimization | —Unverified | 0 |
| Conditional Neural Processes for Molecules | Oct 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Pareto Set Learning for Expensive Multi-Objective Optimization | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Movement Penalized Bayesian Optimization with Application to Wind Energy Systems | Oct 14, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees | Oct 14, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions | Oct 13, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function | Oct 13, 2022 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Sample-Then-Optimize Batch Neural Thompson Sampling | Oct 13, 2022 | AutoMLBayesian Optimization | CodeCode Available | 1 |
