| Preparation of ordered states in ultra-cold gases using Bayesian optimization | Jan 10, 2020 | Bayesian Optimization | —Unverified | 0 |
| Expected Improvement versus Predicted Value in Surrogate-Based Optimization | Jan 9, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Offline Contextual Bayesian Optimization for Nuclear Fusion | Jan 6, 2020 | Bayesian Optimization | —Unverified | 0 |
| Bayesian task embedding for few-shot Bayesian optimization | Jan 2, 2020 | Bayesian InferenceBayesian Optimization | CodeCode Available | 0 |
| Outsourced Bayesian Optimization | Jan 1, 2020 | Bayesian OptimizationPrivacy Preserving | —Unverified | 0 |
| Learning Neural Surrogate Model for Warm-Starting Bayesian Optimization | Jan 1, 2020 | Bayesian Optimization | —Unverified | 0 |
| Learning Human Postural Control with Hierarchical Acquisition Functions | Jan 1, 2020 | Bayesian OptimizationMemorization | —Unverified | 0 |
| Model Inversion Networks for Model-Based Optimization | Dec 31, 2019 | Bayesian Optimizationmodel | —Unverified | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Kalman Filter Tuning with Bayesian Optimization | Dec 17, 2019 | Bayesian OptimizationState Estimation | —Unverified | 0 |
| Progressive Learning Algorithm for Efficient Person Re-Identification | Dec 16, 2019 | Bayesian OptimizationPerson Re-Identification | —Unverified | 0 |
| Meta-Learning Initializations for Image Segmentation | Dec 13, 2019 | Bayesian OptimizationFew-Shot Image Classification | CodeCode Available | 0 |
| Bayesian Hyperparameter Optimization with BoTorch, GPyTorch and Ax | Dec 11, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network | Dec 1, 2019 | Bayesian Optimization | —Unverified | 0 |
| Offline Contextual Bayesian Optimization | Dec 1, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Max-value Entropy Search for Multi-Objective Bayesian Optimization | Dec 1, 2019 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Practical Two-Step Lookahead Bayesian Optimization | Dec 1, 2019 | Bayesian OptimizationVocal Bursts Valence Prediction | —Unverified | 0 |
| Bayesian Optimization for Categorical and Category-Specific Continuous Inputs | Nov 28, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization | Nov 27, 2019 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS | Nov 21, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| Bayesian optimization with local search | Nov 20, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Black-box Combinatorial Optimization using Models with Integer-valued Minima | Nov 20, 2019 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 0 |
| A Simple Heuristic for Bayesian Optimization with A Low Budget | Nov 18, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Multi-Attribute Bayesian Optimization With Interactive Preference Learning | Nov 14, 2019 | AttributeBayesian Optimization | —Unverified | 0 |
| AI-optimized detector design for the future Electron-Ion Collider: the dual-radiator RICH case | Nov 13, 2019 | Bayesian Optimization | —Unverified | 0 |