| Pareto Optimization of a Laser Wakefield Accelerator | Mar 28, 2023 | Bayesian Optimization | —Unverified | 0 |
| Quantum approximate optimization via learning-based adaptive optimization | Mar 27, 2023 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| AdaCL:Adaptive Continual Learning | Mar 23, 2023 | Bayesian Optimizationclass-incremental learning | CodeCode Available | 0 |
| Preference-Aware Constrained Multi-Objective Bayesian Optimization | Mar 23, 2023 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing | Mar 21, 2023 | Bayesian OptimizationManagement | CodeCode Available | 0 |
| Protein Sequence Design with Batch Bayesian Optimisation | Mar 18, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Gaussian Max-Value Entropy Search for Multi-Agent Bayesian Optimization | Mar 10, 2023 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Preference-Aware Delivery Planning for Last-Mile Logistics | Mar 8, 2023 | Bayesian OptimizationTraveling Salesman Problem | CodeCode Available | 0 |
| Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks | Mar 3, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings | Mar 3, 2023 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal | Mar 2, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB | Mar 2, 2023 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization | Feb 28, 2023 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Guiding the Sequential Experiments in Autonomous Experimentation Platforms through EI-based Bayesian Optimization and Bayesian Model Averaging | Feb 26, 2023 | Bayesian Optimization | —Unverified | 0 |
| Calibrated Regression Against An Adversary Without Regret | Feb 23, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Adaptive Sampling for Probabilistic Forecasting under Distribution Shift | Feb 23, 2023 | Bayesian OptimizationTime Series | —Unverified | 0 |
| Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles | Feb 22, 2023 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles | Feb 20, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks | Feb 17, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Robust expected improvement for Bayesian optimization | Feb 16, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization | Feb 16, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow | Feb 16, 2023 | Active LearningBayesian Optimization | CodeCode Available | 2 |
| Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study | Feb 14, 2023 | Bayesian Optimization | —Unverified | 0 |
