| Improving Attacks on Round-Reduced Speck32/64 Using Deep Learning | Aug 1, 2019 | Bayesian OptimizationCryptanalysis | CodeCode Available | 1 |
| No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization | Aug 1, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning | Jul 31, 2019 | Bayesian OptimizationDeep Learning | CodeCode Available | 0 |
| pySOT and POAP: An event-driven asynchronous framework for surrogate optimization | Jul 30, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| On the Design of Black-box Adversarial Examples by Leveraging Gradient-free Optimization and Operator Splitting Method | Jul 26, 2019 | Adversarial AttackBayesian Optimization | CodeCode Available | 0 |
| Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties | Jul 24, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Adaptive Compression-based Lifelong Learning | Jul 23, 2019 | Bayesian OptimizationLifelong learning | —Unverified | 0 |
| Accelerating Experimental Design by Incorporating Experimenter Hunches | Jul 22, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| High Dimensional Bayesian Optimization via Supervised Dimension Reduction | Jul 21, 2019 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Techniques for Automated Machine Learning | Jul 21, 2019 | Automated Feature EngineeringAutoML | —Unverified | 0 |
