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Christopher K. Wikle

Echo State Networks for Spatio-Temporal Area-Level Data

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Oct 14, 2024
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Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet

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Jun 21, 2024
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Flexible and efficient spatial extremes emulation via variational autoencoders

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Jul 16, 2023
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Statistical Deep Learning for Spatial and Spatio-Temporal Data

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Jun 05, 2022
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Bayesian Inverse Reinforcement Learning for Collective Animal Movement

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Sep 08, 2020
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Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting

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Oct 29, 2019
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Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data

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Feb 22, 2019
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Deep Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting

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Sep 03, 2018
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Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data

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Feb 07, 2018
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An Ensemble Quadratic Echo State Network for Nonlinear Spatio-Temporal Forecasting

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Aug 16, 2017
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