Christopher K. Wikle

18 papers Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Modeling Spatio-temporal Extremes via Conditional Variational Autoencoders.
CoRR
Xiaoyu Ma, Likun Zhang, Christopher K. Wikle
2024 J jnl
Echo State Networks for Spatio-Temporal Area-Level Data.
CoRR
Zhenhua Wang, Scott H. Holan, Christopher K. Wikle
2024 J jnl
Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet.
CoRR
Myungsoo Yoo, Giri Gopalan, Matthew J. Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand
2023 J jnl
Correcting for informative sampling in spatial covariance estimation and kriging predictions.
J. Geogr. Syst.
Erin M. Schliep, Christopher K. Wikle, Ranadeep Daw
2023 J jnl
Flexible and efficient spatial extremes emulation via variational autoencoders.
CoRR
Likun Zhang, Xiaoyu Ma, Christopher K. Wikle, Raphaël Huser
2022 J jnl
Statistical Deep Learning for Spatial and Spatio-Temporal Data.
CoRR
Christopher K. Wikle, Andrew Zammit-Mangion
2021 J jnl
Spatio-temporal change of support modeling with R.
Comput. Stat.
Andrew M. Raim, Scott H. Holan, Jonathan R. Bradley, Christopher K. Wikle
2021 J jnl
Vizumap: an R package for visualising uncertainty in spatial data.
J. Open Source Softw.
Lydia R. Lucchesi, Petra M. Kuhnert, Christopher K. Wikle
2020 J jnl
Bayesian Inverse Reinforcement Learning for Collective Animal Movement.
CoRR
Toryn L. J. Schafer, Christopher K. Wikle, Mevin B. Hooten
2019 J jnl
Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data.
Entropy
Patrick L. McDermott, Christopher K. Wikle
2019 J jnl
Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data.
CoRR
Christopher K. Wikle
2019 J jnl
Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting.
CoRR
Andrew Zammit-Mangion, Christopher K. Wikle
2018 J jnl
Hierarchical (Deep) Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting.
CoRR
Patrick L. McDermott, Christopher K. Wikle
2017 — ch.
Hierarchical Spatial Models.
Encyclopedia of GIS
Ali Arab, Mevin B. Hooten, Christopher K. Wikle
2008 — ch.
Hierarchical Spatial Models.
Encyclopedia of GIS
Ali Arab, Mevin B. Hooten, Christopher K. Wikle
2005 J jnl
Atmospheric Modeling, Data Assimilation, and Predictability.
Technometrics
Christopher K. Wikle
2005 J jnl
Combining Information Across Spatial Scales.
Technometrics
Christopher K. Wikle, L. Mark Berliner
2003 J jnl
Modeling Hydrologic Change: Statistical Methods.
Technometrics
Christopher K. Wikle