| Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning | Jul 29, 2020 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Designing a lightweight 1D convolutional neural network with Bayesian optimization for wheel flat detection using carbody accelerations: | Jul 24, 2020 | Bayesian OptimizationFault Diagnosis | —Unverified | 0 |
| Performance-Driven Cascade Controller Tuning with Bayesian Optimization | Jul 24, 2020 | Bayesian Optimization | —Unverified | 0 |
| A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning | Jul 21, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization | Jul 20, 2020 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| A Hierarchical Approach to Scaling Batch Active Search Over Structured Data | Jul 20, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian optimization for automatic design of face stimuli | Jul 20, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling | Jul 18, 2020 | Bayesian Optimizationobject-detection | —Unverified | 0 |
| Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning | Jul 16, 2020 | Bayesian OptimizationClass Incremental Learning | —Unverified | 0 |
| Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes | Jul 13, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization | Jul 11, 2020 | Bayesian OptimizationData Augmentation | CodeCode Available | 1 |
| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Resource Aware Multifidelity Active Learning for Efficient Optimization | Jul 9, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics | Jul 8, 2020 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications | Jul 7, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Multi-Fidelity Bayesian Optimization via Deep Neural Networks | Jul 6, 2020 | Bayesian Optimization | —Unverified | 0 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 |
| High Dimensional Bayesian Optimization Assisted by Principal Component Analysis | Jul 2, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| BOSH: Bayesian Optimization by Sampling Hierarchically | Jul 2, 2020 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search | Jul 1, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games | Jun 30, 2020 | Bayesian OptimizationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization | Jun 25, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Optimization with a Prior for the Optimum | Jun 25, 2020 | Bayesian Optimization | —Unverified | 0 |
| Asynchronous Multi Agent Active Search | Jun 25, 2020 | Bayesian OptimizationCompressive Sensing | —Unverified | 0 |
