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Bayesian Optimization

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Showing 701–750 of 1900 papers

TitleStatusHype
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty—0
Distribution System Reconfiguration to Mitigate Load Altering Attacks via Stackelberg Games—0
DivBO: Diversity-aware CASH for Ensemble Learning—0
Expected Diverse Utility (EDU): Diverse Bayesian Optimization of Expensive Computer Simulators—0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
Contextual Bayesian optimization with binary outputs—0
An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble—0
Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System—0
Bayesian Optimization for Selecting Efficient Machine Learning Models—0
Domain Knowledge Injection in Bayesian Search for New Materials—0
Don't be picky, all students in the right family can learn from good teachers—0
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space—0
Doubly Bayesian Optimization—0
Bayesian optimization for sparse neural networks with trainable activation functions—0
Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization—0
Exact Sampling from Determinantal Point Processes—0
Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization—0
Constraint-Aware Deep Neural Network Compression—0
Data-efficient Domain Randomization with Bayesian Optimization—0
Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment—0
Dynamic Fisher-weighted Model Merging via Bayesian Optimization—0
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds—0
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization—0
Artificial Neural Network and Deep Learning: Fundamentals and Theory—0
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads—0
Effective Scaling of High-Fidelity Electric Motor Models for Electric Powertrain Design Optimization—0
Constrained Two-step Look-Ahead Bayesian Optimization—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
Efficient and Scalable Batch Bayesian Optimization Using K-Means—0
Towards Bayesian Data Selection—0
Efficient Automatic CASH via Rising Bandits—0
An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis—0
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design—0
Efficient batch-sequential Bayesian optimization with moments of truncated Gaussian vectors—0
Constrained composite Bayesian optimization for rational synthesis of polymeric particles—0
Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets—0
Bayesian Optimization Meets Laplace Approximation for Robotic Introspection—0
Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization—0
Efficient computation of the Knowledge Gradient for Bayesian Optimization—0
Efficient Device Scheduling with Multi-Job Federated Learning—0
Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization—0
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models—0
Constrained Bayesian Optimization with Noisy Experiments—0
Regret and Belief Complexity Trade-off in Gaussian Process Bandits via Information Thresholding—0
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features—0
Efficient Hyperparameter Optimization for Physics-based Character Animation—0
Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction—0
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management—0
Estimating Material Properties of Interacting Objects Using Sum-GP-UCB—0
Constrained Bayesian Optimization with Max-Value Entropy Search—0
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