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07/29/2021
Using transfer learning to study burned area dynamics: A case study of refugee settlements in West Nile, Northern Uganda
With the global refugee crisis at a historic high, there is a growing ne...
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05/04/2021
Multi-resolution Spatial Regression for Aggregated Data with an Application to Crop Yield Prediction
We develop a new methodology for spatial regression of aggregated output...
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11/09/2020
Predicting Landsat Reflectance with Deep Generative Fusion
Public satellite missions are commonly bound to a trade-off between spat...
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12/21/2018
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language
Gaussian processes are a class of flexible nonparametric Bayesian tools ...
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10/02/2018
Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation
Posterior distributions often feature intractable normalizing constants,...
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07/11/2018
A Bayesian Nonparametric Approach to Geographic Regression Discontinuity Designs: Do School Districts Affect NYC House Prices?
Most research on regression discontinuity designs (RDDs) has focused on ...
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05/25/2018