| Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference | Feb 22, 2021 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 | 5 |
| Budgeted Batch Bayesian Optimization With Unknown Batch Sizes | Mar 15, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization | Sep 29, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Ambulance Demand Prediction via Convolutional Neural Networks | Jun 8, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 | 0 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 | 0 |
| BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration | Aug 16, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission | May 18, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning | Nov 23, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization | Dec 15, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data | Mar 30, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings | Nov 30, 2024 | Bayesian OptimizationPolicy Gradient Methods | —Unverified | 0 | 0 |
| BOSH: Bayesian Optimization by Sampling Hierarchically | Jul 2, 2020 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 | 0 |
| AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis | Sep 29, 2021 | Bayesian OptimizationMedical Image Analysis | —Unverified | 0 | 0 |
| BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models | Oct 31, 2022 | Bayesian OptimizationClassification | —Unverified | 0 | 0 |
| Automating Bayesian optimization with Bayesian optimization | Dec 1, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 | 0 |
| A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment | May 29, 2024 | Bayesian OptimizationHippocampus | —Unverified | 0 | 0 |
| A Bayesian Optimization Framework for Neural Network Compression | Oct 1, 2019 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 | 0 |
| BORA: Bayesian Optimization for Resource Allocation | Oct 12, 2022 | Bayesian OptimizationMarketing | —Unverified | 0 | 0 |
| Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms | Sep 13, 2021 | Bayesian OptimizationCPU | —Unverified | 0 | 0 |
| BOMP-NAS: Bayesian Optimization Mixed Precision NAS | Jan 27, 2023 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 | 0 |
| BOIS: Bayesian Optimization of Interconnected Systems | Nov 19, 2023 | Bayesian OptimizationChemical Process | —Unverified | 0 | 0 |
| Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning | Dec 15, 2021 | Bayesian OptimizationMeta-Learning | —Unverified | 0 | 0 |
| Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization | Nov 9, 2024 | Bayesian Optimization | —Unverified | 0 | 0 |
| Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules | Jun 3, 2020 | Bayesian Optimization | —Unverified | 0 | 0 |
| BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters | Dec 16, 2021 | Bayesian Optimization | —Unverified | 0 | 0 |