| An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble | Jun 28, 2021 | Bayesian Optimizationvalid | —Unverified | 0 |
| An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis | Jun 28, 2021 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Intergenerational risk sharing in a Defined Contribution pension system: analysis with Bayesian optimization | Jun 25, 2021 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization with High-Dimensional Outputs | Jun 24, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization | Jun 22, 2021 | Bayesian OptimizationNatural Language Understanding | —Unverified | 0 |
| Local policy search with Bayesian optimization | Jun 22, 2021 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Machine Learning based optimization for interval uncertainty propagation | Jun 21, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks | Jun 18, 2021 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 |
| Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation | Jun 17, 2021 | Bayesian OptimizationTransfer Learning | CodeCode Available | 0 |