| AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning | Apr 8, 2019 | Bayesian OptimizationInductive Bias | —Unverified | 0 |
| Learning to Control Highly Accelerated Ballistic Movements on Muscular Robots | Apr 7, 2019 | Bayesian OptimizationSafe Exploration | —Unverified | 0 |
| Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization | Apr 4, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Enhancement of Energy-Based Swing-Up Controller via Entropy Search | Apr 2, 2019 | Bayesian Optimization | —Unverified | 0 |
| Adaptive Bayesian Linear Regression for Automated Machine Learning | Apr 1, 2019 | AutoMLBayesian Optimization | —Unverified | 0 |
| Bayesian Optimization for Policy Search via Online-Offline Experimentation | Apr 1, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Using Gaussian process regression for efficient parameter reconstruction | Mar 28, 2019 | Bayesian Optimizationregression | —Unverified | 0 |
| Sampling Acquisition Functions for Batch Bayesian Optimization | Mar 22, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Financial Applications of Gaussian Processes and Bayesian Optimization | Mar 12, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning | Mar 12, 2019 | Bayesian Optimization | —Unverified | 0 |
| Sim-to-Real Transfer for Biped Locomotion | Mar 4, 2019 | Bayesian OptimizationFriction | —Unverified | 0 |
| High-dimensional Bayesian optimization using low-dimensional feature spaces | Feb 27, 2019 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Topological Bayesian Optimization with Persistence Diagrams | Feb 26, 2019 | Bayesian OptimizationTopological Data Analysis | —Unverified | 0 |
| Fully Distributed Bayesian Optimization with Stochastic Policies | Feb 26, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines | Feb 25, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions | Feb 24, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines | Feb 21, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Multifidelity Bayesian Optimization for Binomial Output | Feb 19, 2019 | Bayesian Optimization | —Unverified | 0 |
| Learning to Generalize from Sparse and Underspecified Rewards | Feb 19, 2019 | Bayesian OptimizationSemantic Parsing | CodeCode Available | 0 |
| The Kalai-Smorodinski solution for many-objective Bayesian optimization | Feb 18, 2019 | Bayesian Optimization | —Unverified | 0 |
| BOAssembler: a Bayesian Optimization Framework to Improve RNA-Seq Assembly Performance | Feb 14, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization | Feb 11, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives | Feb 6, 2019 | Bayesian OptimizationLearning Theory | —Unverified | 0 |
| Bayesian optimization in ab initio nuclear physics | Feb 3, 2019 | Bayesian Optimization | —Unverified | 0 |