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Bayesian Optimization

Papers

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Showing 1651–1700 of 1900 papers

TitleStatusHype
ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming LanguageCode0
Global Safe Sequential Learning via Efficient Knowledge TransferCode0
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation CostsCode0
CRYSIM: Prediction of Symmetric Structures of Large Crystals with GPU-based Ising MachinesCode0
Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional NetworksCode0
Bayesian Optimization in a Billion Dimensions via Random EmbeddingsCode0
Counterexample Guided RL Policy Refinement Using Bayesian OptimizationCode0
Good practices for Bayesian Optimization of high dimensional structured spacesCode0
GoSafe: Globally Optimal Safe Robot LearningCode0
Learning Relevant Contextual Variables Within Bayesian OptimizationCode0
GPflowOpt: A Bayesian Optimization Library using TensorFlowCode0
Process Parameter Selection for Production of Stainless Steel 316L Using Efficient Multi-Objective Bayesian Optimization AlgorithmCode0
Grammar Variational AutoencoderCode0
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you NeedCode0
A DEEP ADVERSARIAL LEARNING METHODOLOGY FOR DESIGNING MICROSTRUCTURAL MATERIAL SYSTEMSCode0
Graph Bayesian Optimization for Multiplex Influence MaximizationCode0
Bayesian optimization for stable properties amid processing fluctuations in sputter depositionCode0
Swine Diet Design using Multi-objective Regionalized Bayesian OptimizationCode0
Automated Benchmark-Driven Design and Explanation of Hyperparameter OptimizersCode0
Promises and Pitfalls of the Linearized Laplace in Bayesian OptimizationCode0
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast ImplementationCode0
Unexpected Improvements to Expected Improvement for Bayesian OptimizationCode0
Auto-Keras: An Efficient Neural Architecture Search SystemCode0
Protein Sequence Design with Batch Bayesian OptimisationCode0
Bayesian Optimization for Probabilistic ProgramsCode0
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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