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08/30/2023
Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment
While measuring socioeconomic indicators is critical for local governmen...
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05/03/2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
High-resolution daytime satellite imagery has become a promising source ...
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12/27/2021
Using maps to predict economic activity
We introduce a novel machine learning approach to leverage historical an...
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04/07/2021
Laplace-aided variational inference for differential equation models
Ordinary differential equation (ODE) model whose regression curves are a...
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11/19/2020