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Bayesian Optimization

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Showing 951–1000 of 1900 papers

TitleStatusHype
Discovering Many Diverse Solutions with Bayesian OptimizationCode0
Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data—0
Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis—0
Conditional Neural Processes for Molecules—0
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision makingCode0
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems—0
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover TreesCode0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Computer-Aided Multi-Objective Optimization in Small Molecule Discovery—0
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal FunctionsCode0
BORA: Bayesian Optimization for Resource Allocation—0
PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design—0
Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization—0
Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration—0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Generalizing Bayesian Optimization with Decision-theoretic Entropies—0
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization—0
Budget-Aware Sequential Brick Assembly with Efficient Constraint SatisfactionCode0
Optimal Weight Adaptation of Model Predictive Control for Connected and Automated Vehicles in Mixed Traffic with Bayesian Optimization—0
Meta-Learning Priors for Safe Bayesian Optimization—0
Robust Bayesian optimization with reinforcement learned acquisition functions—0
BayesFT: Bayesian Optimization for Fault Tolerant Neural Network ArchitectureCode0
Efficient computation of the Knowledge Gradient for Bayesian Optimization—0
Backflipping with Miniature Quadcopters by Gaussian Process Based Control and Planning—0
Physically Consistent Preferential Bayesian Optimization for Food Arrangement—0
Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques—0
Falsification of Cyber-Physical Systems using Bayesian Optimization—0
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization—0
Batch Bayesian Optimization via Particle Gradient FlowsCode0
Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives—0
Variational Inference for Model-Free and Model-Based Reinforcement Learning—0
Optimistic Optimization of Gaussian Process Samples—0
Computational design of antimicrobial active surfaces via automated Bayesian optimizationCode0
Bayesian Optimization-based Combinatorial AssignmentCode0
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation—0
A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method—0
Multi-objective optimization of actuation waveform for high-precision drop-on-demand inkjet printing—0
Event-Triggered Time-Varying Bayesian OptimizationCode0
Causal Entropy Optimization—0
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge—0
Rapid Discovery of Graphene Nanocrystals Using DFT and Bayesian Optimization with Neural Network Kernel—0
Bayesian Optimization with Informative Covariance—0
Nonstationary Continuum-Armed Bandit Strategies for Automated Trading in a Simulated Financial MarketCode0
Bayesian Optimization-Based Beam Alignment for MmWave MIMO Communication Systems—0
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances—0
Optimization of the Shape of a Hydrokinetic Turbine's Draft Tube and Hub Assembly Using Design-by-Morphing with Bayesian Optimization—0
Inference of Regulatory Networks Through Temporally Sparse Data—0
Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamicsCode0
Bayesian Optimization for Macro Placement—0
Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty—0
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