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Bayesian Optimization

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Showing 901–950 of 1900 papers

TitleStatusHype
Bayesian Optimization of ESG Financial Investments—0
Rover: An online Spark SQL tuning service via generalized transfer learning—0
A Bayesian Optimization approach for calibrating large-scale activity-based transport modelsCode0
DivBO: Diversity-aware CASH for Ensemble Learning—0
Latent Space Bayesian Optimization with Latent Data Augmentation for Enhanced Exploration—0
Knowledge Gradient for Multi-Objective Bayesian Optimization with Decoupled Evaluations—0
A Fully-Automated Framework Integrating Gaussian Process Regression and Bayesian Optimization to Design Pin-Fins—0
Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled ConstraintsCode0
BOMP-NAS: Bayesian Optimization Mixed Precision NAS—0
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty—0
Process Parameter Selection for Production of Stainless Steel 316L Using Efficient Multi-Objective Bayesian Optimization AlgorithmCode0
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management—0
On the role of Model Uncertainties in Bayesian Optimization—0
Robust Bayesian Target Value Optimization—0
Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations—0
HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search—0
Global Perception Based Autoregressive Neural Processes—0
Falsification of Learning-Based Controllers through Multi-Fidelity Bayesian OptimizationCode0
Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks—0
Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review—0
Extrinsic Bayesian Optimizations on Manifolds—0
HyperBO+: Pre-training a universal prior for Bayesian optimization with hierarchical Gaussian processesCode0
Near-optimal Policy Identification in Active Reinforcement Learning—0
An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems—0
Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation—0
What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?—0
Optimizing Integrated Information with a Prior Guided Random Search Algorithm—0
Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach—0
c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter OptimizationCode0
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning—0
Bayesian Optimization of 2D Echocardiography Segmentation—0
Towards Automated Design of Bayesian Optimization via Exploratory Landscape AnalysisCode0
Global Optimization with Parametric Function Approximation—0
Prior-mean-assisted Bayesian optimization application on FRIB Front-End tunning—0
Multi-Fidelity Cost-Aware Bayesian OptimizationCode0
Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints—0
PI is back! Switching Acquisition Functions in Bayesian OptimizationCode0
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning—0
Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction MappingsCode0
Monte Carlo Tree Descent for Black-Box Optimization—0
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models—0
Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach—0
Atlas: Automate Online Service Configuration in Network SlicingCode0
Joint Uplink-Downlink Capacity and Coverage Optimization via Site-Specific Learning of Antenna Settings—0
Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements—0
Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings—0
Multi-Fidelity Bayesian Optimization with Unreliable Information SourcesCode0
Transformers For Recognition In Overhead Imagery: A Reality Check—0
Local Bayesian optimization via maximizing probability of descentCode0
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal TransportCode0
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