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Bayesian Optimization

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Showing 1801–1850 of 1900 papers

TitleStatusHype
BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace EmbeddingsCode0
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian OptimizationCode0
BOCK : Bayesian Optimization with Cylindrical KernelsCode0
BOAssembler: a Bayesian Optimization Framework to Improve RNA-Seq Assembly PerformanceCode0
Process-constrained batch Bayesian approaches for yield optimization in multi-reactor systemsCode0
Regret bounds for meta Bayesian optimization with an unknown Gaussian process priorCode0
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionCode0
Java Implementation of a Parameter-less Evolutionary PortfolioCode0
Joint Composite Latent Space Bayesian OptimizationCode0
SeqNAS: Neural Architecture Search for Event Sequence ClassificationCode0
Joint Entropy Search for Maximally-Informed Bayesian OptimizationCode0
BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of HyperparametersCode0
Optimization as Estimation with Gaussian Processes in Bandit SettingsCode0
Optimization, fast and slow: optimally switching between local and Bayesian optimizationCode0
JUMBO: Scalable Multi-task Bayesian Optimization using Offline DataCode0
ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement LearningCode0
Using machine learning to inform harvest control rule design in complex fishery settingsCode0
Reinforcement Learning Increases Wind Farm Power Production by Enabling Closed-Loop Collaborative ControlCode0
BO4IO: A Bayesian optimization approach to inverse optimization with uncertainty quantificationCode0
Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimizationCode0
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian OptimizationCode0
An end-to-end neural network framework for SOH estimation and RUL prediction of lithium batteryCode0
Knot Selection in Sparse Gaussian Processes with a Variational Objective FunctionCode0
Knowing The What But Not The Where in Bayesian OptimizationCode0
LA3: Efficient Label-Aware AutoAugmentCode0
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regionsCode0
Budget-Aware Sequential Brick Assembly with Efficient Constraint SatisfactionCode0
Large-Batch, Iteration-Efficient Neural Bayesian Design OptimizationCode0
Black-box Combinatorial Optimization using Models with Integer-valued MinimaCode0
A sampling criterion for constrained Bayesian optimization with uncertaintiesCode0
Turbocharging Gaussian Process Inference with Approximate Sketch-and-ProjectCode0
Black-box Adversarial Attacks with Bayesian OptimizationCode0
Optimizing Conditional Value-At-Risk of Black-Box FunctionsCode0
Rethinking Gradient-Based Methods: Multi-Property Materials Design Beyond Differentiable TargetsCode0
Sequential Large Language Model-Based Hyper-parameter OptimizationCode0
Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian ApproachCode0
\^2ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian OptimizationCode0
Learnable Embedding Space for Efficient Neural Architecture CompressionCode0
Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation LearningCode0
The Behavior and Convergence of Local Bayesian OptimizationCode0
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act ClassificationCode0
BayesFT: Bayesian Optimization for Fault Tolerant Neural Network ArchitectureCode0
Warm Starting CMA-ES for Hyperparameter OptimizationCode0
Revisiting Bayesian Optimization in the light of the COCO benchmarkCode0
Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization ApproachCode0
Verifying Controllers Against Adversarial Examples with Bayesian OptimizationCode0
Output Constraint Transfer for Kernelized Correlation Filter in TrackingCode0
Batched Large-scale Bayesian Optimization in High-dimensional SpacesCode0
An Analysis of Safety Guarantees in Multi-Task Bayesian OptimizationCode0
Automatic Termination for Hyperparameter OptimizationCode0
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