| Code Failure Prediction and Pattern Extraction using LSTM Networks | Dec 13, 2018 | Bayesian OptimizationSentence | —Unverified | 0 |
| Doubly Bayesian Optimization | Dec 11, 2018 | Bayesian OptimizationProbabilistic Programming | —Unverified | 0 |
| Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection | Dec 6, 2018 | Automatic Machine Learning Model SelectionBayesian Optimization | —Unverified | 0 |
| Learning to Design Circuits | Dec 5, 2018 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| Scalable Hyperparameter Transfer Learning | Dec 1, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Automating Bayesian optimization with Bayesian optimization | Dec 1, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features | Dec 1, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Deep Collective Matrix Factorization for Augmented Multi-View Learning | Nov 28, 2018 | Bayesian OptimizationMatrix Completion | CodeCode Available | 0 |
| Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior | Nov 23, 2018 | Bayesian OptimizationMotion Planning | CodeCode Available | 0 |
| Learning Multiple Defaults for Machine Learning Algorithms | Nov 23, 2018 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking | Nov 18, 2018 | Bayesian OptimizationObject | —Unverified | 0 |
| Suggesting Cooking Recipes Through Simulation and Bayesian Optimization | Nov 9, 2018 | Bayesian Optimization | —Unverified | 0 |
| Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates | Nov 6, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Practical Batch Bayesian Optimization for Less Expensive Functions | Nov 5, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Batched Scalable Multi-Objective Bayesian Optimization Algorithm | Nov 4, 2018 | Bayesian Optimization | —Unverified | 0 |
| A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes | Nov 2, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Scaling Gaussian Process Regression with Derivatives | Oct 29, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Nonlocal flocking dynamics: Learning the fractional order of PDEs from particle simulations | Oct 27, 2018 | Bayesian Optimization | —Unverified | 0 |
| Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection | Oct 23, 2018 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation | Oct 20, 2018 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation | Oct 10, 2018 | Bayesian Optimization | —Unverified | 0 |
| Combining Bayesian Optimization and Lipschitz Optimization | Oct 10, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks | Sep 30, 2018 | Bayesian Optimization | CodeCode Available | 0 |
| Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning | Sep 26, 2018 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |