Christopher K. Wikle

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Hierarchical Models

Inverse Reinforcement Learning

Top Venues

J. Geogr. Syst.

Publications

Myungsoo Yoo, Giri Gopalan, Matthew J. Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand
Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet. CoRR (2024)
Erin M. Schliep, Christopher K. Wikle, Ranadeep Daw
Correcting for informative sampling in spatial covariance estimation and kriging predictions. J. Geogr. Syst. 25 (4) (2023)
Likun Zhang, Xiaoyu Ma, Christopher K. Wikle, Raphaël Huser
Flexible and efficient spatial extremes emulation via variational autoencoders. CoRR (2023)
Christopher K. Wikle, Andrew Zammit Mangion
Statistical Deep Learning for Spatial and Spatio-Temporal Data. CoRR (2022)
Lydia R. Lucchesi, Petra M. Kuhnert, Christopher K. Wikle
Vizumap: an R package for visualising uncertainty in spatial data. J. Open Source Softw. 6 (59) (2021)
Andrew M. Raim, Scott H. Holan, Jonathan R. Bradley, Christopher K. Wikle
Spatio-temporal change of support modeling with R. Comput. Stat. 36 (1) (2021)
Toryn L. J. Schafer, Christopher K. Wikle, Mevin B. Hooten
Bayesian Inverse Reinforcement Learning for Collective Animal Movement. CoRR (2020)
Christopher K. Wikle
Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data. CoRR (2019)
Andrew Zammit Mangion, Christopher K. Wikle
Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. CoRR (2019)
Patrick L. McDermott, Christopher K. Wikle
Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data. Entropy 21 (2) (2019)
Patrick L. McDermott, Christopher K. Wikle
Hierarchical (Deep) Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting. CoRR (2018)
Christopher K. Wikle
Atmospheric Modeling, Data Assimilation, and Predictability. Technometrics 47 (4) (2005)
Christopher K. Wikle, L. Mark Berliner
Combining Information Across Spatial Scales. Technometrics 47 (1) (2005)
Christopher K. Wikle
Modeling Hydrologic Change: Statistical Methods. Technometrics 45 (4) (2003)