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| On the convergence rate of noisy Bayesian Optimization with Expected Improvement | Jan 16, 2025 | Bayesian Optimization | —Unverified | 0 |
| Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process | Jan 14, 2025 | Bayesian Optimization | —Unverified | 0 |
| Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing | Jan 9, 2025 | Bayesian OptimizationCPU | —Unverified | 0 |
| Modeling All Response Surfaces in One for Conditional Search Spaces | Jan 8, 2025 | AllAutoML | —Unverified | 0 |
| Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation | Jan 2, 2025 | Bayesian Optimization | —Unverified | 0 |
| Predicting Barge Presence and Quantity on Inland Waterways using Vessel Tracking Data: A Machine Learning Approach | Dec 31, 2024 | Bayesian Optimization | —Unverified | 0 |
| Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes | Dec 29, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems | Dec 29, 2024 | Bayesian OptimizationHumanoid Control | —Unverified | 0 |
| On Improved Regret Bounds In Bayesian Optimization with Gaussian Noise | Dec 25, 2024 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |