| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects | Dec 22, 2020 | Bayesian OptimizationMORPH | —Unverified | 0 |
| Subword Sampling for Low Resource Word Alignment | Dec 21, 2020 | Bayesian OptimizationMachine Translation | —Unverified | 0 |
| An Information-Theoretic Framework for Unifying Active Learning Problems | Dec 19, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 |
| Top-k Ranking Bayesian Optimization | Dec 19, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization | Dec 18, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach | Dec 16, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization | Dec 15, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Optimization -- Multi-Armed Bandit Problem | Dec 14, 2020 | Bayesian OptimizationSurvey | CodeCode Available | 0 |
| Mercer Features for Efficient Combinatorial Bayesian Optimization | Dec 14, 2020 | Bayesian OptimizationThompson Sampling | CodeCode Available | 1 |
| Accelerating high-throughput virtual screening through molecular pool-based active learning | Dec 13, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Warm Starting CMA-ES for Hyperparameter Optimization | Dec 13, 2020 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Differential Evolution for Neural Architecture Search | Dec 11, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization | Dec 11, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Neural fidelity warping for efficient robot morphology design | Dec 8, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Efficient Automatic CASH via Rising Bandits | Dec 8, 2020 | AutoMLBayesian Optimization | —Unverified | 0 |
| Physics-Aware Gaussian Processes in Remote Sensing | Dec 7, 2020 | Bayesian OptimizationEarth Observation | —Unverified | 0 |
| Quantum Circuit Design Search | Dec 7, 2020 | Bayesian OptimizationGeneral Classification | CodeCode Available | 0 |
| Adaptive Local Bayesian Optimization Over Multiple Discrete Variables | Dec 7, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements | Dec 5, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients | Dec 5, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter | Dec 1, 2020 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration | Dec 1, 2020 | Bayesian OptimizationCode Generation | —Unverified | 0 |
| Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters | Dec 1, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations | Dec 1, 2020 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
