| Features extraction and reduction techniques with optimized SVM for Persian/Arabic handwritten digits recognition | May 30, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 | 5 |
| Domain Invariant Learning for Gaussian Processes and Bayesian Exploration | Dec 18, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| A DEEP ADVERSARIAL LEARNING METHODOLOGY FOR DESIGNING MICROSTRUCTURAL MATERIAL SYSTEMS | Aug 26, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates | Jul 28, 2016 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| FLASH: Fast Bayesian Optimization for Data Analytic Pipelines | Feb 20, 2016 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Min Max Optimization | Jul 29, 2021 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Distributionally Ambiguous Optimization Techniques for Batch Bayesian Optimization | Jul 13, 2017 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian optimization for materials design | Jun 3, 2015 | Bayesian Optimizationregression | CodeCode Available | 0 | 5 |
| Applying Multi-Fidelity Bayesian Optimization in Chemistry: Open Challenges and Major Considerations | Sep 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian optimization of hyper-parameters in reservoir computing | Nov 16, 2016 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | CodeCode Available | 0 | 5 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 | 5 |
| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Iterative Learning | Sep 20, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks | Nov 22, 2020 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation | Jan 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach | Jun 9, 2023 | Active LearningBayesian Optimisation | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing | Mar 21, 2023 | Bayesian OptimizationManagement | CodeCode Available | 0 | 5 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Diagnosing and fixing common problems in Bayesian optimization for molecule design | Jun 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Graph Bayesian Optimization for Multiplex Influence Maximization | Mar 25, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Categorical and Category-Specific Continuous Inputs | Nov 28, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble Learning | Apr 16, 2021 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 0 | 5 |