| Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization | Oct 28, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance | Oct 27, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Scalable Bayesian Optimization with Sparse Gaussian Process Models | Oct 26, 2020 | Bayesian Optimization | —Unverified | 0 |
| Private Outsourced Bayesian Optimization | Oct 24, 2020 | Bayesian OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Optimizing Coverage and Capacity in Cellular Networks using Machine Learning | Oct 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| AutoBSS: An Efficient Algorithm for Block Stacking Style Search | Oct 20, 2020 | AutoMLBayesian Optimization | —Unverified | 0 |
| Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing | Oct 17, 2020 | Autonomous DrivingBayesian Optimization | CodeCode Available | 0 |
| Robot Learning with Crash Constraints | Oct 16, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization | Oct 15, 2020 | Bayesian Optimization | —Unverified | 0 |
| Local Differential Privacy for Bayesian Optimization | Oct 13, 2020 | Bayesian Optimization | —Unverified | 0 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Learned Hardware/Software Co-Design of Neural Accelerators | Oct 5, 2020 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Parameter Optimization using high-dimensional Bayesian Optimization | Oct 5, 2020 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| CorrAttack: Black-box Adversarial Attack with Structured Search | Oct 3, 2020 | Adversarial AttackBayesian Optimization | —Unverified | 0 |
| MPC Controller Tuning using Bayesian Optimization Techniques | Sep 29, 2020 | Bayesian Optimization | —Unverified | 0 |
| A Nonparametric Unsupervised Learning Approach for Structural Damage Detection | Sep 28, 2020 | Bayesian OptimizationNovelty Detection | —Unverified | 0 |
| Prior-guided Bayesian Optimization | Sep 28, 2020 | Bayesian Optimization | —Unverified | 0 |
| DISPATCH: Design Space Exploration of Cyber-Physical Systems | Sep 21, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation | Sep 18, 2020 | Bayesian Optimizationregression | —Unverified | 0 |
| Utilizing remote sensing data in forest inventory sampling via Bayesian optimization | Sep 17, 2020 | Bayesian Optimizationparameter estimation | —Unverified | 0 |
| Mean-Variance Analysis in Bayesian Optimization under Uncertainty | Sep 17, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| Utility-Optimized Synthesis of Differentially Private Location Traces | Sep 14, 2020 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations | Sep 12, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening | Sep 11, 2020 | Bayesian Optimization | —Unverified | 0 |
| Implicit Feedback Deep Collaborative Filtering Product Recommendation System | Sep 8, 2020 | Bayesian OptimizationCollaborative Filtering | —Unverified | 0 |