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Bayesian Optimization

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Showing 601–650 of 1900 papers

TitleStatusHype
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian OptimizationCode0
Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observationsCode0
Event-Triggered Safe Bayesian Optimization on QuadcoptersCode0
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal DesignCode0
Learning Relevant Contextual Variables Within Bayesian OptimizationCode0
Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning AlgorithmsCode0
Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian OptimizationCode0
ELFI: Engine for Likelihood-Free InferenceCode0
Counterexample Guided RL Policy Refinement Using Bayesian OptimizationCode0
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian OptimizationCode0
Epidemiologically and Socio-economically Optimal Policies via Bayesian OptimizationCode0
Excursion Search for Constrained Bayesian Optimization under a Limited Budget of FailuresCode0
Dynamic Subgoal-based Exploration via Bayesian OptimizationCode0
Crystal-LSBO: Automated Design of De Novo Crystals with Latent Space Bayesian OptimizationCode0
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF SurrogatesCode0
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive ManufacturingCode0
Closed-Loop phase selection in EEG-TMS using Bayesian OptimizationCode0
AdaCL:Adaptive Continual LearningCode0
Early Stopping Bayesian Optimization for Controller TuningCode0
Inverse Bayesian Optimization: Learning Human Acquisition Functions in an Exploration vs Exploitation Search TaskCode0
Automated Machine Learning with Monte-Carlo Tree SearchCode0
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function PriorCode0
Joint Entropy Search for Maximally-Informed Bayesian OptimizationCode0
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture SearchCode0
ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable RecommendationsCode0
Data-efficient Learning of Morphology and Controller for a MicrorobotCode0
D-VAE: A Variational Autoencoder for Directed Acyclic GraphsCode0
LA3: Efficient Label-Aware AutoAugmentCode0
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification AlgorithmsCode0
Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian ProcessesCode0
Characterizing Bias in Classifiers using Generative ModelsCode0
Don't Waste Your Time: Early Stopping Cross-ValidationCode0
Adaptive Batch Sizes for Active Learning A Probabilistic Numerics ApproachCode0
Nonstationary Continuum-Armed Bandit Strategies for Automated Trading in a Simulated Financial MarketCode0
Deep Bayesian Optimization on Attributed GraphsCode0
DEEP-BO for Hyperparameter Optimization of Deep NetworksCode0
Domain Invariant Learning for Gaussian Processes and Bayesian ExplorationCode0
Deep Collective Matrix Factorization for Augmented Multi-View LearningCode0
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation TasksCode0
Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian OptimizationCode0
Efficient Rollout Strategies for Bayesian OptimizationCode0
Adaptation Strategies for Automated Machine Learning on Evolving DataCode0
Distributed Thompson sampling under constrained communicationCode0
Deep Generative Models for Subgraph PredictionCode0
Logistic Variational Bayes RevisitedCode0
Looping in the Human Collaborative and Explainable Bayesian OptimizationCode0
Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary ComputationCode0
Amortized Inference for Gaussian Process Hyperparameters of Structured KernelsCode0
Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular SimulationCode0
Distributionally Ambiguous Optimization Techniques for Batch Bayesian OptimizationCode0
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