| Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation | Jan 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 |
| Bayesian optimization for backpropagation in Monte-Carlo tree search | Jan 25, 2020 | Bayesian Optimization | —Unverified | 0 |
| Tight Regret Bounds for Noisy Optimization of a Brownian Motion | Jan 25, 2020 | Bayesian OptimizationTwo-sample testing | —Unverified | 0 |
| AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset | Jan 22, 2020 | Bayesian Optimizationimage-classification | CodeCode Available | 0 |
| Learning Directed Locomotion in Modular Robots with Evolvable Morphologies | Jan 21, 2020 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection | Jan 21, 2020 | Bayesian Optimization | —Unverified | 0 |
| FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks | Jan 18, 2020 | Bayesian OptimizationObject Detection | CodeCode Available | 1 |
| Scalable Hyperparameter Optimization with Lazy Gaussian Processes | Jan 16, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning | Jan 12, 2020 | AutoMLBayesian Optimization | —Unverified | 0 |
| Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization | Jan 12, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
