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econ.EM2025
Interpretable Discovery from Unstructured Data: A High-Dimensional Approach
Jacob Carlson
We propose an automatic, general-purpose framework for making discoveries from unstructured data (e.g., text data from open-ended surveys of economic beliefs). The framework levera…
econ.EM2025
A Unifying Framework for Robust and Efficient Inference with Unstructured Data
Jacob Carlson, Melissa Dell
To analyze unstructured data (text, images, audio, video), economists typically first extract low-dimensional structured features with a neural network. Neural networks do not make…