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Bayesian Optimization

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Showing 751–800 of 1900 papers

TitleStatusHype
Safe Sequential Optimization for Switching Environments—0
Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates—0
Batch Bayesian Optimization for Replicable Experimental Design—0
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
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
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
High-dimensional Bayesian Optimization with Group TestingCode0
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels—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
ProGO: Probabilistic Global Optimizer—0
Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization—0
A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks—0
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints—0
Deterministic Langevin Unconstrained Optimization with Normalizing Flows—0
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach—0
Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym—0
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning—0
Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces—0
Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives—0
High-Dimensional Controller Tuning through Latent Representations—0
Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information—0
Optimize-via-Predict: Realizing out-of-sample optimality in data-driven optimization—0
Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening—0
Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning—0
A Fuzzy Cascaded Proportional-Derivative Controller for Under-actuated Flexible Joint Manipulators Using Bayesian Optimization—0
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables—0
Grey-box Bayesian Optimization for Sensor Placement in Assisted Living Environments—0
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization—0
Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning—0
On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization—0
Random Postprocessing for Combinatorial Bayesian Optimization—0
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