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Bayesian Optimization

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Showing 801–850 of 1900 papers

TitleStatusHype
Towards General and Efficient Online Tuning for Spark—0
Optimization tools for Twin-in-the-Loop vehicle control design: analysis and yaw-rate tracking case study—0
Polynomial-Model-Based Optimization for Blackbox Objectives—0
Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation—0
Constrained Bayesian Optimization Using a Lagrange Multiplier Applied to Power Transistor Design—0
BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration—0
Robust Bayesian Satisficing—0
Backpropagation Path Search On Adversarial Transferability—0
Approximate and Weighted Data Reconstruction Attack in Federated Learning—0
Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets—0
Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization—0
Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization—0
Predictive Modeling through Hyper-Bayesian Optimization—0
Dependency Structure Search Bayesian Optimization for Decision Making Models—0
Model-based Causal Bayesian Optimization—0
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation—0
Effective Scaling of High-Fidelity Electric Motor Models for Electric Powertrain Design Optimization—0
Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization—0
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning—0
MALIBO: Meta-learning for Likelihood-free Bayesian OptimizationCode0
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionCode0
Optimal Scalarizations for Sublinear Hypervolume Regret—0
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction—0
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal DesignCode0
Safe Risk-averse Bayesian Optimization for Controller Tuning—0
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
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
Bayesian Optimization of Expensive Nested Grey-Box Functions—0
Self-Adjusting Weighted Expected Improvement for Bayesian OptimizationCode0
BOtied: Multi-objective Bayesian optimization with tied multivariate ranksCode0
Large-Batch, Iteration-Efficient Neural Bayesian Design OptimizationCode0
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization—0
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian OptimizationCode0
Identification of stormwater control strategies and their associated uncertainties using Bayesian OptimizationCode0
Optimization for truss design using Bayesian optimization—0
Benchmarking state-of-the-art gradient boosting algorithms for classification—0
Inverse Protein Folding Using Deep Bayesian Optimization—0
The Behavior and Convergence of Local Bayesian OptimizationCode0
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning—0
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML—0
Learning Relevant Contextual Variables Within Bayesian OptimizationCode0
Multi-objective optimisation via the R2 utilitiesCode0
Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission—0
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