| Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking | Mar 24, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing | Oct 17, 2020 | Autonomous DrivingBayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization -- Multi-Armed Bandit Problem | Dec 14, 2020 | Bayesian OptimizationSurvey | CodeCode Available | 0 |
| Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport | Oct 21, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Preference-Aware Delivery Planning for Last-Mile Logistics | Mar 8, 2023 | Bayesian OptimizationTraveling Salesman Problem | CodeCode Available | 0 |
| A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation | May 28, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Uncertainty quantification using martingales for misspecified Gaussian processes | Jun 12, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| FLASH: Fast Bayesian Optimization for Data Analytic Pipelines | Feb 20, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Multi-Fidelity Bayesian Optimization with Unreliable Information Sources | Oct 25, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Data-efficient Learning of Morphology and Controller for a Microrobot | May 3, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in Oncology | Feb 21, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models | Mar 4, 2025 | Bayesian Optimization | CodeCode Available | 0 |
| Multi-Fidelity Cost-Aware Bayesian Optimization | Nov 4, 2022 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces | Jul 2, 2022 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 0 |
| A Corrected Expected Improvement Acquisition Function Under Noisy Observations | Oct 8, 2023 | Bayesian OptimizationModel Compression | CodeCode Available | 0 |
| Freeze-Thaw Bayesian Optimization | Jun 16, 2014 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis | Nov 17, 2022 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Voronoi Candidates for Bayesian Optimization | Feb 7, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off | Nov 26, 2020 | Bayesian OptimizationGraph Mining | CodeCode Available | 0 |
| Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints | Apr 12, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Principled Preferential Bayesian Optimization | Feb 8, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimization | Jan 2, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces | Sep 9, 2024 | Bayesian OptimizationTransfer Learning | CodeCode Available | 0 |
| Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries | Feb 3, 2024 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Data-Driven Learning of 3-Point Correlation Functions as Microstructure Representations | Sep 6, 2021 | Bayesian Optimization | CodeCode Available | 0 |
