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Bayesian Optimization

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Showing 401–450 of 1900 papers

TitleStatusHype
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function—0
Safety in safe Bayesian optimization and its ramifications for control—0
Co-Learning Bayesian Optimization—0
Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization—0
Lipschitz Safe Bayesian Optimization for Automotive Control—0
Information-theoretic Bayesian Optimization: Survey and Tutorial—0
Early Stopping Bayesian Optimization for Controller TuningCode0
DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis—0
QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting—0
Which price to pay? Auto-tuning building MPC controller for optimal economic cost—0
Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals—0
On the convergence rate of noisy Bayesian Optimization with Expected Improvement—0
Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process—0
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing—0
Modeling All Response Surfaces in One for Conditional Search Spaces—0
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation—0
Predicting Barge Presence and Quantity on Inland Waterways using Vessel Tracking Data: A Machine Learning Approach—0
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems—0
Scalable Bayesian Optimization via Focalized Sparse Gaussian ProcessesCode0
On Improved Regret Bounds In Bayesian Optimization with Gaussian Noise—0
Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries—0
Bayesian Optimization of Bilevel Problems—0
Unsupervised learning of spatially varying regularization for diffeomorphic image registration—0
HyperQ-Opt: Q-learning for Hyperparameter Optimization—0
Tiered Acquisition for Constrained Bayesian Optimization: An Application to Analog CircuitsCode0
Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning—0
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models—0
High-Dimensional Bayesian Optimization via Random Projection of Manifold SubspacesCode0
Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs—0
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment—0
Indirect Query Bayesian Optimization with Integrated Feedback—0
BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace EmbeddingsCode0
Using machine learning to inform harvest control rule design in complex fishery settingsCode0
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian OptimizationCode0
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models—0
Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting—0
Bayesian Optimization via Continual Variational Last Layer Training—0
Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling—0
Non-Myopic Multi-Objective Bayesian OptimizationCode0
Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network—0
Stealthy and Robust Backdoor Attack against 3D Point Clouds through Additional Point Features—0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
Hyperband-based Bayesian Optimization for Black-box Prompt Selection—0
Epidemiological Model Calibration via Graybox Bayesian Optimization—0
MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds—0
Elucidating microstructural influences on fatigue behavior for additively manufactured Hastelloy X using Bayesian-calibrated crystal plasticity model—0
Semi-automated transmission control for motorcycle gearshift: design, data-driven tuning and experimental validation—0
Un-evaluated Solutions May Be Valuable in Expensive Optimization—0
Asynchronous Batch Bayesian Optimization with Pipelining Evaluations for Experimental Resourcex2013constrained ConditionsCode0
ParetoFlow: Guided Flows in Multi-Objective Optimization—0
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