| 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 |
| High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds | Oct 21, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| AutoBSS: An Efficient Algorithm for Block Stacking Style Search | Oct 20, 2020 | AutoMLBayesian Optimization | —Unverified | 0 |
| Federated Bayesian Optimization via Thompson Sampling | Oct 20, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| 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 |
| Smooth Variational Graph Embeddings for Efficient Neural Architecture Search | Oct 9, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimized Monte Carlo Planning | Oct 7, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
| Parameter Optimization using high-dimensional Bayesian Optimization | Oct 5, 2020 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| AdaLead: A simple and robust adaptive greedy search algorithm for sequence design | Oct 5, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Learned Hardware/Software Co-Design of Neural Accelerators | Oct 5, 2020 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| CorrAttack: Black-box Adversarial Attack with Structured Search | Oct 3, 2020 | Adversarial AttackBayesian Optimization | —Unverified | 0 |
| BOSS: Bayesian Optimization over String Spaces | Oct 2, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| MPC Controller Tuning using Bayesian Optimization Techniques | Sep 29, 2020 | Bayesian Optimization | —Unverified | 0 |
| Prior-guided Bayesian Optimization | Sep 28, 2020 | Bayesian Optimization | —Unverified | 0 |
| A Nonparametric Unsupervised Learning Approach for Structural Damage Detection | Sep 28, 2020 | Bayesian OptimizationNovelty Detection | —Unverified | 0 |
| Multi-task Causal Learning with Gaussian Processes | Sep 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| 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 |
