Christopher K. Wikle

According to our database1, Christopher K. Wikle authored at least 16 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet.
CoRR, 2024

2023
Correcting for informative sampling in spatial covariance estimation and kriging predictions.
J. Geogr. Syst., October, 2023

Flexible and efficient spatial extremes emulation via variational autoencoders.
CoRR, 2023

2022
Statistical Deep Learning for Spatial and Spatio-Temporal Data.
CoRR, 2022

2021
Vizumap: an R package for visualising uncertainty in spatial data.
J. Open Source Softw., 2021

Spatio-temporal change of support modeling with R.
Comput. Stat., 2021

2020
Bayesian Inverse Reinforcement Learning for Collective Animal Movement.
CoRR, 2020

2019
Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data.
Entropy, 2019

Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting.
CoRR, 2019

Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data.
CoRR, 2019

2018
Hierarchical (Deep) Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting.
CoRR, 2018

2017
Hierarchical Spatial Models.
Proceedings of the Encyclopedia of GIS., 2017

2008
Hierarchical Spatial Models.
Proceedings of the Encyclopedia of GIS., 2008

2005
Combining Information Across Spatial Scales.
Technometrics, 2005

Atmospheric Modeling, Data Assimilation, and Predictability.
Technometrics, 2005

2003
Modeling Hydrologic Change: Statistical Methods.
Technometrics, 2003


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