Imagen de Portada

Fast Emulation, Modular Calibration, and Active Learning for Simulators with Functional Response

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Hutchings, Grant, Bingham, Derek, Rumsey, Kellin, Lawrence, Earl
Formato:	Preprint
Publicado:	2024
Materias:	Methodology Applications
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Enhancing Approximate Modular Bayesian Inference by Emulating the Conditional Posterior
por: Hutchings, Grant, et al.
Publicado: (2024)

A Partitioned Sparse Variational Gaussian Process for Fast, Distributed Spatial Modeling
por: Grosskopf, Michael, et al.
Publicado: (2025)

Deep Gaussian Process Emulation and Uncertainty Quantification for Large Computer Experiments
por: Yazdi, Faezeh, et al.
Publicado: (2024)

Generalized Bayesian MARS: Tools for Emulating Stochastic Computer Models
por: Rumsey, Kellin, et al.
Publicado: (2023)

Fast Computer Model Calibration using Annealed and Transformed Variational Inference
por: Cho, Dongkyu Derek, et al.
Publicado: (2022)

Elastic Bayesian Model Calibration
por: Francom, Devin, et al.
Publicado: (2023)

Deep Gaussian Process Emulation with gradient Information and Sequential Design for Simulators with Sharp Variations
por: Yang, Yiming, et al.
Publicado: (2025)

Discovering Active Subspaces for High-Dimensional Computer Models
por: Rumsey, Kellin N., et al.
Publicado: (2023)

Simulation-based Calibration of Uncertainty Intervals under Approximate Bayesian Estimation
por: Savitsky, Terrance D., et al.
Publicado: (2024)

Assessing Vaccine Effectiveness in Observational Studies via Nested Trial Emulation
por: DeMonte, Justin B., et al.
Publicado: (2024)

Simulation-Guided Planning of a Target Trial Emulated Cluster Randomized Trial for Mass Small-Quantity Lipid Nutrient Supplementation Combined with Expanded Program on Immunization in Rural Niger
por: Alam, Shomoita, et al.
Publicado: (2025)

Adjusting for Selection Bias Due to Missing Eligibility Criteria in Emulated Target Trials
por: Benz, Luke, et al.
Publicado: (2024)

Dynamic Prediction of High-density Generalized Functional Data with Fast Generalized Functional Principal Component Analysis
por: Jin, Ying, et al.
Publicado: (2024)

Generalized Multilevel Functional Principal Component Analysis with Application to NHANES Active Inactive Patterns
por: Zhou, Xinkai, et al.
Publicado: (2023)

Introducing Powerwise (PWR): A pairwise and Power Rating method for selecting at-large teams to the NCAA Division I Men's Lacrosse Championship
por: Feldman, Lawrence, et al.
Publicado: (2025)

A Calibrated Sensitivity Analysis for Weighted Causal Decompositions
por: Shen, Andy A., et al.
Publicado: (2024)

Risk-Calibrated Process Capability Approval with Finite Samples
por: Jiang, Fei, et al.
Publicado: (2026)

A Personalized Predictive Model that Jointly Optimizes Discrimination and Calibration
por: Krikella, Tatiana, et al.
Publicado: (2024)

On the Calibration of Bayesian Success Criteria and Operating Characteristics for Clinical Trials
por: Yang, Peng, et al.
Publicado: (2026)

Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits
por: Chhaibi, Reda, et al.
Publicado: (2024)

Co-Active Subspace Methods for the Joint Analysis of Adjacent Computer Models
por: Rumsey, Kellin N., et al.
Publicado: (2023)

Calibrating satellite maps with field data for improved predictions of forest biomass
por: May, Paul B., et al.
Publicado: (2024)

Macroscopic Activity-Based Modeling of Urban Active Mobility
por: Azaïs, Romain, et al.
Publicado: (2026)

Regularizing threshold priors with sparse response patterns in Bayesian factor analysis with categorical indicators
por: Padgett, R. Noah, et al.
Publicado: (2023)

Adaptive Designs in Fast-Track Registration Processes for Digital Health Applications
por: Kluge, Liane, et al.
Publicado: (2025)

Functional Moments Regression
por: Li, Mingyuan, et al.
Publicado: (2026)

Fast spatial simulation of extreme high-resolution radar precipitation data using INLA
por: Vandeskog, Silius M., et al.
Publicado: (2023)

Functional zoning of biodiversity profiles
por: Golini, Natalia, et al.
Publicado: (2023)

Order Determination for Functional Data
por: Zhang, Chi, et al.
Publicado: (2025)

Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
por: Howes, Adam, et al.
Publicado: (2025)

An Efficient Two-Dimensional Functional Mixed-Effect Model Framework for Repeatedly Measured Functional Data
por: Cao, Cheng, et al.
Publicado: (2024)

A distribution-free smoothed combination method of biomarkers to improve diagnostic accuracy in multi-category classification
por: Maiti, Raju, et al.
Publicado: (2019)

Exploring the Difficulty of Estimating Win Probability: A Simulation Study
por: Brill, Ryan S., et al.
Publicado: (2024)

Compounded Linear Failure Rate Distribution: Properties, Simulation and Analysis
por: Das, Suchismita, et al.
Publicado: (2026)

Functional Mixture Regression Control Chart
por: Capezza, Christian, et al.
Publicado: (2024)

Functional Factor Modeling of Brain Connectivity
por: Stanley, Kyle, et al.
Publicado: (2024)

Improving Probabilistic Models in Text Classification via Active Learning
por: Bosley, Mitchell, et al.
Publicado: (2022)

Robust Multivariate Functional Control Chart
por: Capezza, Christian, et al.
Publicado: (2022)

A Nonparametric and Functional Wombling Methodology
por: Barratt, Luke A., et al.
Publicado: (2025)

An Adaptive Multivariate Functional Control Chart
por: Centofanti, Fabio, et al.
Publicado: (2025)