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Bayesian Optimization

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Showing 1051–1075 of 1900 papers

TitleStatusHype
Bayesian Optimization and Deep Learning forsteering wheel angle prediction—0
Gaussian Process Sampling and Optimization with Approximate Upper and Lower Bounds—0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies—0
Bayesian Active Meta-Learning for Black-Box Optimization—0
A portfolio approach to massively parallel Bayesian optimization—0
Efficient Exploration in Binary and Preferential Bayesian Optimization—0
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems—0
Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System—0
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints—0
Output Space Entropy Search Framework for Multi-Objective Bayesian OptimizationCode1
Surrogate-Assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-Objective Bayesian OptimizationCode0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning—0
Scaling Bayesian Optimization With Game Theory—0
On the Correspondence between Gaussian Processes and Geometric Harmonics—0
Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR dataCode1
Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell ManufacturingCode1
Differentiable Hyper-parameter Optimization—0
AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis—0
Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization—0
RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL—0
BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization—0
Neural Bootstrapping Attention for Neural Processes—0
AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization—0
Expected Improvement-based Contextual Bandits—0
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