| High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization | Dec 1, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations | Dec 1, 2020 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Policy Transfer via Kinematic Domain Randomization and Adaptation | Nov 3, 2020 | Bayesian OptimizationDomain Adaptation | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds | Oct 21, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Federated Bayesian Optimization via Thompson Sampling | Oct 20, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| Smooth Variational Graph Embeddings for Efficient Neural Architecture Search | Oct 9, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimized Monte Carlo Planning | Oct 7, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| AdaLead: A simple and robust adaptive greedy search algorithm for sequence design | Oct 5, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| BOSS: Bayesian Optimization over String Spaces | Oct 2, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Multi-task Causal Learning with Gaussian Processes | Sep 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning | Sep 4, 2020 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 1 |
| 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 |
| IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics | Jul 8, 2020 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search | Jul 1, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Informative Path Planning for Extreme Anomaly Detection in Environment Exploration and Monitoring | May 20, 2020 | Anomaly DetectionBayesian Optimization | CodeCode Available | 1 |
| Learning to Guide Random Search | Apr 25, 2020 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 |
| AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning | Apr 25, 2020 | Bayesian OptimizationTransfer Learning | CodeCode Available | 1 |
| Bayesian Optimization with Output-Weighted Optimal Sampling | Apr 22, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 |
| Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots | Apr 15, 2020 | Bayesian OptimizationPoint Processes | CodeCode Available | 1 |
| NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search | Mar 28, 2020 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 1 |
