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Bayesian Optimization

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Showing 1451–1500 of 1900 papers

TitleStatusHype
Model Inversion Networks for Model-Based Optimization—0
Modelling Human Active Search in Optimizing Black-box Functions—0
Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation—0
Modulating Surrogates for Bayesian Optimization—0
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System—0
Molecular Hypergraph Grammar with its Application to Molecular Optimization—0
Monte Carlo Tree Descent for Black-Box Optimization—0
MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds—0
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems—0
MPC Controller Tuning using Bayesian Optimization Techniques—0
Interpretable Personalization via Policy Learning with Linear Decision Boundaries—0
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints—0
Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators—0
Multifidelity Bayesian Optimization for Binomial Output—0
Multi-fidelity Bayesian Optimization in Engineering Design—0
Multi-Fidelity Bayesian Optimization via Deep Neural Networks—0
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search—0
Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its parallelization—0
Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization—0
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach—0
Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities—0
Multi-Information Source Optimization—0
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning—0
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation TasksCode0
D-VAE: A Variational Autoencoder for Directed Acyclic GraphsCode0
Don't Waste Your Time: Early Stopping Cross-ValidationCode0
A Simple and Efficient Approach to Batch Bayesian OptimizationCode0
Domain Invariant Learning for Gaussian Processes and Bayesian ExplorationCode0
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process GuidanceCode0
PHOENICS: A universal deep Bayesian optimizerCode0
PHS: A Toolbox for Parallel Hyperparameter SearchCode0
Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian OptimizationCode0
Robust Entropy Search for Safe Efficient Bayesian OptimizationCode0
Early Stopping Bayesian Optimization for Controller TuningCode0
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learningCode0
A Bayesian Optimization approach for calibrating large-scale activity-based transport modelsCode0
Adaptive Batch Sizes for Active Learning A Probabilistic Numerics ApproachCode0
A Programmable Approach to Neural Network CompressionCode0
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral MetamaterialsCode0
Distributionally Ambiguous Optimization Techniques for Batch Bayesian OptimizationCode0
Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxideCode0
Distributed Thompson sampling under constrained communicationCode0
Applying Multi-Fidelity Bayesian Optimization in Chemistry: Open Challenges and Major ConsiderationsCode0
Physics-based reward driven image analysis in microscopyCode0
Bayesian Optimization with Robust Bayesian Neural NetworksCode0
MALIBO: Meta-learning for Likelihood-free Bayesian OptimizationCode0
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function PriorCode0
Black-Box Optimization with Implicit Constraints for Public PolicyCode0
Physics-Informed Bayesian Optimization of Variational Quantum CircuitsCode0
Adaptation Strategies for Automated Machine Learning on Evolving DataCode0
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