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| Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function | Jan 23, 2025 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| LITE: Efficiently Estimating Gaussian Probability of Maximality | Jan 23, 2025 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| Information-theoretic Bayesian Optimization: Survey and Tutorial | Jan 22, 2025 | Bayesian OptimizationSurvey | —Unverified | 0 |
| Lipschitz Safe Bayesian Optimization for Automotive Control | Jan 22, 2025 | Bayesian Optimization | —Unverified | 0 |
| Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization | Jan 22, 2025 | Bayesian OptimizationDistributed Optimization | —Unverified | 0 |
| Early Stopping Bayesian Optimization for Controller Tuning | Jan 20, 2025 | Bayesian Optimization | CodeCode Available | 0 |
| DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis | Jan 19, 2025 | Bayesian Optimization | —Unverified | 0 |
| Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals | Jan 18, 2025 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Which price to pay? Auto-tuning building MPC controller for optimal economic cost | Jan 18, 2025 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting | Jan 18, 2025 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| 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 |
| Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries | Dec 24, 2024 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization of Bilevel Problems | Dec 24, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning | Dec 23, 2024 | Backdoor AttackBayesian Optimization | —Unverified | 0 |
| Tiered Acquisition for Constrained Bayesian Optimization: An Application to Analog Circuits | Dec 23, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| HyperQ-Opt: Q-learning for Hyperparameter Optimization | Dec 23, 2024 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |