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Bayesian Optimization

Papers

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Showing 1676–1700 of 1900 papers

TitleStatusHype
HAPI: A Model for Learning Robot Facial Expressions from Human PreferencesCode0
Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observationsCode0
An Invariant Information Geometric Method for High-Dimensional Online OptimizationCode0
Neural fidelity warping for efficient robot morphology designCode0
Coverage-Based Designs Improve Sample Mining and Hyper-Parameter OptimizationCode0
Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin ProductionCode0
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inferenceCode0
Scalable Bayesian Optimization Using Deep Neural NetworksCode0
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian ProcessesCode0
pySOT and POAP: An event-driven asynchronous framework for surrogate optimizationCode0
High Dimensional Bayesian Optimization Assisted by Principal Component AnalysisCode0
NeVAE: A Deep Generative Model for Molecular GraphsCode0
New Heuristics for Parallel and Scalable Bayesian OptimizationCode0
Bayesian Optimization with Clustering and Rollback for CNN Auto PruningCode0
Bayesian Optimization for Parameter Tuning of the XOR Neural NetworkCode0
Bayesian Optimization for Min Max OptimizationCode0
High Dimensional Bayesian Optimization using Lasso Variable SelectionCode0
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints EstimationCode0
High Dimensional Bayesian Optimization via Supervised Dimension ReductionCode0
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable ConvergenceCode0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small DatasetCode0
Constrained Bayesian Optimization for Automatic Chemical DesignCode0
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian OptimizationCode0
High-Dimensional Bayesian Optimization via Random Projection of Manifold SubspacesCode0
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