| Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives | Sep 10, 2022 | Bayesian Optimization | —Unverified | 0 |
| Batch Bayesian Optimization via Particle Gradient Flows | Sep 10, 2022 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| Variational Inference for Model-Free and Model-Based Reinforcement Learning | Sep 4, 2022 | Bayesian InferenceBayesian Optimization | —Unverified | 0 |
| Optimistic Optimization of Gaussian Process Samples | Sep 2, 2022 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| Bayesian Optimization-based Combinatorial Assignment | Aug 31, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Computational design of antimicrobial active surfaces via automated Bayesian optimization | Aug 31, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI) | Aug 26, 2022 | Bayesian OptimizationDisease Prediction | CodeCode Available | 1 |
| Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation | Aug 26, 2022 | Bayesian OptimizationClustering | —Unverified | 0 |
| A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method | Aug 25, 2022 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Multi-objective optimization of actuation waveform for high-precision drop-on-demand inkjet printing | Aug 24, 2022 | Bayesian Optimization | —Unverified | 0 |
| Event-Triggered Time-Varying Bayesian Optimization | Aug 23, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Causal Entropy Optimization | Aug 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization Augmented with Actively Elicited Expert Knowledge | Aug 18, 2022 | Bayesian OptimizationMulti-Task Learning | —Unverified | 0 |
| Rapid Discovery of Graphene Nanocrystals Using DFT and Bayesian Optimization with Neural Network Kernel | Aug 16, 2022 | Bayesian Optimization | —Unverified | 0 |
| A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay | Aug 11, 2022 | Bayesian OptimizationFault Diagnosis | CodeCode Available | 1 |
| Nonstationary Continuum-Armed Bandit Strategies for Automated Trading in a Simulated Financial Market | Aug 4, 2022 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization with Informative Covariance | Aug 4, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian Optimization-Based Beam Alignment for MmWave MIMO Communication Systems | Jul 28, 2022 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Optimization of the Shape of a Hydrokinetic Turbine's Draft Tube and Hub Assembly Using Design-by-Morphing with Bayesian Optimization | Jul 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances | Jul 23, 2022 | Bayesian OptimizationCloud Computing | —Unverified | 0 |
| On Controller Tuning with Time-Varying Bayesian Optimization | Jul 22, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Inference of Regulatory Networks Through Temporally Sparse Data | Jul 21, 2022 | Bayesian OptimizationPrognosis | —Unverified | 0 |
| Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamics | Jul 19, 2022 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Bayesian Generational Population-Based Training | Jul 19, 2022 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Bayesian Optimization for Macro Placement | Jul 18, 2022 | Bayesian OptimizationCombinatorial Optimization | —Unverified | 0 |
