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Bayesian Optimization

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Showing 551–600 of 1900 papers

TitleStatusHype
A General Framework for User-Guided Bayesian OptimizationCode0
Multi-Objective Bayesian Optimization with Active Preference Learning—0
Multi-fidelity Bayesian Optimization in Engineering Design—0
BOIS: Bayesian Optimization of Interconnected Systems—0
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regionsCode0
Accelerating material discovery with a threshold-driven hybrid acquisition policy-based Bayesian optimization—0
Data-Driven Moving Horizon Estimation Using Bayesian Optimization—0
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraftCode2
Optimal simulation-based Bayesian decisions—0
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds—0
Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators—0
Bayesian Optimization of Function Networks with Partial EvaluationsCode0
Safe Sequential Optimization for Switching Environments—0
Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates—0
Joint Composite Latent Space Bayesian OptimizationCode0
Batch Bayesian Optimization for Replicable Experimental Design—0
Advancing Bayesian Optimization via Learning Correlated Latent SpaceCode1
Efficient Robust Bayesian Optimization for Arbitrary Uncertain Inputs—0
Unexpected Improvements to Expected Improvement for Bayesian OptimizationCode0
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices—0
RIS-aided Real-time Beam Tracking for a Mobile User via Bayesian Optimization—0
Black-Box Optimization with Implicit Constraints for Public PolicyCode0
Sustainable Concrete via Bayesian OptimizationCode1
Looping in the Human Collaborative and Explainable Bayesian OptimizationCode0
Adaptive importance sampling for heavy-tailed distributions via α-divergence minimizationCode0
ROM-Based Stochastic Optimization for a Continuous Manufacturing Process—0
qPOTS: Efficient batch multiobjective Bayesian optimization via Pareto optimal Thompson samplingCode1
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency—0
Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates—0
Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization—0
Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids—0
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learningCode0
Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization—0
Estimating Material Properties of Interacting Objects Using Sum-GP-UCB—0
Pareto Optimization to Accelerate Multi-Objective Virtual Screening—0
Pseudo-Bayesian Optimization—0
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints—0
Deep Kernel and Image Quality Estimators for Optimizing Robotic Ultrasound Controller using Bayesian Optimization—0
A Corrected Expected Improvement Acquisition Function Under Noisy ObservationsCode0
A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling—0
Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES)—0
RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning—0
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels—0
High-dimensional Bayesian Optimization with Group TestingCode0
ProGO: Probabilistic Global Optimizer—0
Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization—0
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with TransformersCode1
A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks—0
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints—0
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach—0
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