| BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization | Apr 25, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Quantum Gaussian Process Regression for Bayesian Optimization | Apr 25, 2023 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian Optimization Meets Self-Distillation | Apr 25, 2023 | Bayesian Optimizationimage-classification | CodeCode Available | 1 |
| Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls | Apr 24, 2023 | Bayesian Optimization | —Unverified | 0 |
| Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces | Apr 22, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Self-Correcting Bayesian Optimization through Bayesian Active Learning | Apr 21, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance | Apr 21, 2023 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| LA3: Efficient Label-Aware AutoAugment | Apr 20, 2023 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| Improving Urban Flood Prediction using LSTM-DeepLabv3+ and Bayesian Optimization with Spatiotemporal feature fusion | Apr 19, 2023 | Bayesian OptimizationPrediction | —Unverified | 0 |
| A Data Driven Sequential Learning Framework to Accelerate and Optimize Multi-Objective Manufacturing Decisions | Apr 18, 2023 | Bayesian Optimization | —Unverified | 0 |
| Searching for ribbons with machine learning | Apr 18, 2023 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Promises and Pitfalls of the Linearized Laplace in Bayesian Optimization | Apr 17, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints | Apr 12, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Bayesian optimization for sparse neural networks with trainable activation functions | Apr 10, 2023 | Bayesian Optimization | —Unverified | 0 |
| Fast Charging of Lithium-Ion Batteries Using Deep Bayesian Optimization with Recurrent Neural Network | Apr 9, 2023 | Bayesian Optimization | —Unverified | 0 |
| Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction | Apr 9, 2023 | Bayesian OptimizationPrediction | CodeCode Available | 1 |
| Automated Tuning of Nonlinear Kalman Filters for Optimal Trajectory Tracking Performance of AUVs | Apr 7, 2023 | Bayesian Optimization | —Unverified | 0 |
| Solar Photovoltaic Systems Metadata Inference and Differentially Private Publication | Apr 7, 2023 | Bayesian Optimization | —Unverified | 0 |
| Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition | Apr 3, 2023 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Model-Free Reconstruction of Capacity Degradation Trajectory of Lithium-Ion Batteries Using Early Cycle Data | Mar 31, 2023 | Bayesian OptimizationDiagnostic | —Unverified | 0 |
| ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales | Mar 28, 2023 | Bayesian Optimization | —Unverified | 0 |
| Tetra-AML: Automatic Machine Learning via Tensor Networks | Mar 28, 2023 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task | Mar 28, 2023 | Bayesian InferenceBayesian Optimization | —Unverified | 0 |
| qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization | Mar 28, 2023 | Bayesian Optimization | CodeCode Available | 1 |
