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| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| SnAKe: Bayesian Optimization with Pathwise Exploration | Jan 31, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
| Local Latent Space Bayesian Optimization over Structured Inputs | Jan 28, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
| Bayesian Optimization of Function Networks | Dec 31, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Automatic Configuration for Optimal Communication Scheduling in DNN Training | Dec 27, 2021 | Bayesian OptimizationScheduling | —Unverified | 0 |
| Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization | Dec 27, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations | Dec 17, 2021 | Bayesian Optimization | —Unverified | 0 |
| Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding | Dec 16, 2021 | Bayesian Optimizationregression | —Unverified | 0 |
| BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters | Dec 16, 2021 | Bayesian Optimization | —Unverified | 0 |
| Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning | Dec 15, 2021 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Predicting the utility of search spaces for black-box optimization:a simple, budget-aware approach | Dec 15, 2021 | Bayesian Optimization | —Unverified | 0 |
| Triangulation candidates for Bayesian optimization | Dec 14, 2021 | Bayesian Optimization | CodeCode Available | 0 |
