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Bayesian Optimization

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Showing 1601–1650 of 1900 papers

TitleStatusHype
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic maskingCode0
Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image CompositingCode0
Bayesian Optimization -- Multi-Armed Bandit ProblemCode0
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal TransportCode0
Preference-Aware Delivery Planning for Last-Mile LogisticsCode0
A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet GenerationCode0
Uncertainty quantification using martingales for misspecified Gaussian processesCode0
FLASH: Fast Bayesian Optimization for Data Analytic PipelinesCode0
Multi-Fidelity Bayesian Optimization with Unreliable Information SourcesCode0
Data-efficient Learning of Morphology and Controller for a MicrorobotCode0
Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in OncologyCode0
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process ModelsCode0
Multi-Fidelity Cost-Aware Bayesian OptimizationCode0
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spacesCode0
A Corrected Expected Improvement Acquisition Function Under Noisy ObservationsCode0
Freeze-Thaw Bayesian OptimizationCode0
Towards Automated Design of Bayesian Optimization via Exploratory Landscape AnalysisCode0
Voronoi Candidates for Bayesian OptimizationCode0
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-offCode0
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average ConstraintsCode0
Principled Preferential Bayesian OptimizationCode0
Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimizationCode0
Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search SpacesCode0
Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial LibrariesCode0
Data-Driven Learning of 3-Point Correlation Functions as Microstructure RepresentationsCode0
A Population-based Hybrid Approach to Hyperparameter Optimization for Neural NetworksCode0
Gaussian Max-Value Entropy Search for Multi-Agent Bayesian OptimizationCode0
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter DesignsCode0
Multi-Objective Bayesian Optimization over High-Dimensional Search SpacesCode0
Surrogate-Assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-Objective Bayesian OptimizationCode0
Prior Specification for Bayesian Matrix Factorization via Prior Predictive MatchingCode0
Bayesian Optimization in Variational Latent Spaces with Dynamic CompressionCode0
DAMe: Personalized Federated Social Event Detection with Dual Aggregation MechanismCode0
Private Outsourced Bayesian OptimizationCode0
Surrogate-based optimization of system architectures subject to hidden constraintsCode0
Automatic Discovery of Privacy-Utility Pareto FrontsCode0
Generating Piano Practice Policy with a Gaussian ProcessCode0
Generative Adversarial Model-Based Optimization via Source Critic RegularizationCode0
Probabilistic Line Searches for Stochastic OptimizationCode0
Probabilistic Line Searches for Stochastic OptimizationCode0
Probabilistic Matrix Factorization for Automated Machine LearningCode0
c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter OptimizationCode0
Multi-objective optimisation via the R2 utilitiesCode0
Crystal-LSBO: Automated Design of De Novo Crystals with Latent Space Bayesian OptimizationCode0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
A Continuous Relaxation for Discrete Bayesian OptimizationCode0
Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian OptimizationCode0
A Nonmyopic Approach to Cost-Constrained Bayesian OptimizationCode0
Efficient Hyperparameter Optimization under Multi-Source Covariate ShiftCode0
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