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| Support-vector-machine with Bayesian optimization for lithofacies classification using elastic properties | Mar 14, 2022 | Bayesian Optimization | —Unverified | 0 |
| Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds | Mar 11, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
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| Automated Machine Learning: A Case Study on Non-Intrusive Appliance Load Monitoring | Mar 6, 2022 | AutoMLBayesian Optimization | —Unverified | 0 |
| Distributionally Robust Bayesian Optimization with -divergences | Mar 4, 2022 | Bayesian Optimization | —Unverified | 0 |
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| Practitioner Motives to Select Hyperparameter Optimization Methods | Mar 3, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes | Mar 2, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Hyperparameter optimization of data-driven AI models on HPC systems | Mar 2, 2022 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
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| Rectified Max-Value Entropy Search for Bayesian Optimization | Feb 28, 2022 | Bayesian OptimizationMisconceptions | —Unverified | 0 |
| A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty | Feb 25, 2022 | Bayesian Optimization | —Unverified | 0 |
| A Hardware-Aware System for Accelerating Deep Neural Network Optimization | Feb 25, 2022 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models | Feb 24, 2022 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction | Feb 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| Comparative analysis of machine learning methods for active flow control | Feb 23, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in Oncology | Feb 21, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Supervising the Multi-Fidelity Race of Hyperparameter Configurations | Feb 20, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Robust Multi-Objective Bayesian Optimization Under Input Noise | Feb 15, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization | Feb 15, 2022 | AllBayesian Optimization | CodeCode Available | 2 |
| B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search | Feb 7, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces | Feb 2, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
