| Lookahead Bayesian Optimization with Inequality Constraints | Dec 1, 2017 | Bayesian Optimization | —Unverified | 0 |
| Decentralized High-Dimensional Bayesian Optimization with Factor Graphs | Nov 19, 2017 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| GPflowOpt: A Bayesian Optimization Library using TensorFlow | Nov 10, 2017 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Auto-Differentiating Linear Algebra | Oct 24, 2017 | Active LearningBayesian Optimization | —Unverified | 0 |
| Fast Model Identification via Physics Engines for Data-Efficient Policy Search | Oct 24, 2017 | Bayesian OptimizationFriction | —Unverified | 0 |
| Learning to Warm-Start Bayesian Hyperparameter Optimization | Oct 17, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning | Oct 17, 2017 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Optimization for Parameter Tuning of the XOR Neural Network | Sep 22, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| On the Design of LQR Kernels for Efficient Controller Learning | Sep 20, 2017 | Bayesian Optimization | —Unverified | 0 |
| Analogical-based Bayesian Optimization | Sep 19, 2017 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Constrained Bayesian Optimization for Automatic Chemical Design | Sep 16, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| Automatic Document Image Binarization using Bayesian Optimization | Sep 6, 2017 | Bayesian OptimizationBinarization | —Unverified | 0 |
| Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads | Aug 24, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization | Aug 19, 2017 | Bayesian OptimizationLung Nodule Classification | —Unverified | 0 |
| ELFI: Engine for Likelihood-Free Inference | Aug 2, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| Preferential Bayesian Optmization | Aug 1, 2017 | Bayesian OptimizationRecommendation Systems | —Unverified | 0 |
| High Dimensional Bayesian Optimization with Elastic Gaussian Process | Aug 1, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Local Bayesian Optimization of Motor Skills | Aug 1, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Bayesian Optimization with Tree-structured Dependencies | Aug 1, 2017 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Distributed Batch Gaussian Process Optimization | Aug 1, 2017 | Bayesian Optimization | —Unverified | 0 |
| Forecasting day-ahead electricity prices in Europe: the importance of considering market integration | Aug 1, 2017 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization | Jul 28, 2017 | Bayesian OptimizationNetwork Pruning | —Unverified | 0 |
| Deep Kernels for Optimizing Locomotion Controllers | Jul 27, 2017 | Bayesian Optimization | —Unverified | 0 |
| Discretization-free Knowledge Gradient Methods for Bayesian Optimization | Jul 20, 2017 | Bayesian Optimization | —Unverified | 0 |
| Robust Bayesian Optimization with Student-t Likelihood | Jul 18, 2017 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |