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Bayesian Optimization

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Showing 651–675 of 1900 papers

TitleStatusHype
Practical First-Order Bayesian Optimization Algorithms—0
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization—0
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual ProsthesesCode0
Amortized Inference for Gaussian Process Hyperparameters of Structured KernelsCode0
Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training—0
Tuning Legged Locomotion Controllers via Safe Bayesian OptimizationCode1
Provably Efficient Bayesian Optimization with Unknown Gaussian Process Hyperparameter Estimation—0
Functional Causal Bayesian Optimization—0
Adaptive Batch Sizes for Active Learning A Probabilistic Numerics ApproachCode0
Ambulance Demand Prediction via Convolutional Neural Networks—0
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?Code1
Bayesian Optimization of Expensive Nested Grey-Box Functions—0
Self-Adjusting Weighted Expected Improvement for Bayesian OptimizationCode0
Memory-Based Dual Gaussian Processes for Sequential LearningCode1
InstructZero: Efficient Instruction Optimization for Black-Box Large Language ModelsCode1
Large-Batch, Iteration-Efficient Neural Bayesian Design OptimizationCode0
BOtied: Multi-objective Bayesian optimization with tied multivariate ranksCode0
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization—0
Protein Design with Guided Discrete DiffusionCode1
A Study of Bayesian Neural Network Surrogates for Bayesian OptimizationCode1
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian OptimizationCode0
Constrained Causal Bayesian OptimizationCode1
Identification of stormwater control strategies and their associated uncertainties using Bayesian OptimizationCode0
Optimization for truss design using Bayesian optimization—0
PFNs4BO: In-Context Learning for Bayesian OptimizationCode1
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