| A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty | Feb 25, 2022 | Bayesian Optimization | —Unverified | 0 |
| DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models | Feb 24, 2022 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Comparative analysis of machine learning methods for active flow control | Feb 23, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction | Feb 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in Oncology | Feb 21, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 |
| B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search | Feb 7, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Posterior temperature optimized Bayesian models for inverse problems in medical imaging | Feb 2, 2022 | Bayesian OptimizationDenoising | CodeCode Available | 0 |
| Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces | Feb 2, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Bayesian Optimization for Distributionally Robust Chance-constrained Problem | Jan 31, 2022 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization For Multi-Objective Mixed-Variable Problems | Jan 30, 2022 | Bayesian Optimization | —Unverified | 0 |
| SafeAPT: Safe Simulation-to-Real Robot Learning using Diverse Policies Learned in Simulation | Jan 27, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames | Jan 25, 2022 | AutoMLBayesian Optimization | —Unverified | 0 |
| Automated machine learning for secure key rate in discrete-modulated continuous-variable quantum key distribution | Jan 24, 2022 | Bayesian Optimization | —Unverified | 0 |
| AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models | Jan 21, 2022 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 |
| A Comparative study of Hyper-Parameter Optimization Tools | Jan 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| An Improved Mathematical Model of Sepsis: Modeling, Bifurcation Analysis, and Optimal Control Study for Complex Nonlinear Infectious Disease System | Jan 7, 2022 | Bayesian OptimizationTime Series Analysis | —Unverified | 0 |
| Test and Evaluation of Quadrupedal Walking Gaits through Sim2Real Gap Quantification | Jan 4, 2022 | Bayesian Optimization | —Unverified | 0 |
| Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization | Jan 3, 2022 | Bayesian Optimization | —Unverified | 0 |
| Thinking inside the box: A tutorial on grey-box Bayesian optimization | Jan 2, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series | Jan 1, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Automatic Configuration for Optimal Communication Scheduling in DNN Training | Dec 27, 2021 | Bayesian OptimizationScheduling | —Unverified | 0 |
| An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations | Dec 17, 2021 | Bayesian Optimization | —Unverified | 0 |
| BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters | Dec 16, 2021 | Bayesian Optimization | —Unverified | 0 |