| Mean-Variance Analysis in Bayesian Optimization under Uncertainty | Sep 17, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| Utilizing remote sensing data in forest inventory sampling via Bayesian optimization | Sep 17, 2020 | Bayesian Optimizationparameter estimation | —Unverified | 0 |
| Utility-Optimized Synthesis of Differentially Private Location Traces | Sep 14, 2020 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations | Sep 12, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening | Sep 11, 2020 | Bayesian Optimization | —Unverified | 0 |
| Implicit Feedback Deep Collaborative Filtering Product Recommendation System | Sep 8, 2020 | Bayesian OptimizationCollaborative Filtering | —Unverified | 0 |
| Sequential Subspace Search for Functional Bayesian Optimization Incorporating Experimenter Intuition | Sep 8, 2020 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning | Sep 4, 2020 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 1 |
| Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors | Sep 3, 2020 | Bayesian OptimizationModel Compression | —Unverified | 0 |
| Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints | Sep 1, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Real-world Video Adaptation with Reinforcement Learning | Aug 28, 2020 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Machine learning thermal circuit network model for thermal design optimization of electronic circuit board layout with transient heating chips | Aug 28, 2020 | Bayesian OptimizationCPU | —Unverified | 0 |
| How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms | Aug 26, 2020 | Bayesian Optimization | —Unverified | 0 |
| Deep Neural Network based Wide-Area Event Classification in Power Systems | Aug 24, 2020 | Bayesian OptimizationClassification | —Unverified | 0 |
| No-regret Algorithms for Multi-task Bayesian Optimization | Aug 20, 2020 | Bayesian Optimization | —Unverified | 0 |
| Scalable Combinatorial Bayesian Optimization with Tractable Statistical models | Aug 18, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints | Aug 16, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Enhanced data efficiency using deep neural networks and Gaussian processes for aerodynamic design optimization | Aug 15, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone | Aug 10, 2020 | Bayesian OptimizationTime Series | —Unverified | 0 |
| Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection | Aug 5, 2020 | Anomaly DetectionBayesian Optimization | —Unverified | 0 |
| Bayesian Optimization for Selecting Efficient Machine Learning Models | Aug 2, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Towards personalized computer simulations of breast cancer treatment | Jul 31, 2020 | Bayesian OptimizationDiagnostic | —Unverified | 0 |
| HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization | Jul 31, 2020 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| Chance Constrained Policy Optimization for Process Control and Optimization | Jul 30, 2020 | Bayesian OptimizationChemical Process | —Unverified | 0 |
| Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction | Jul 30, 2020 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
