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07/06/2022
Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer
Astrophysical light curves are particularly challenging data objects due...
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09/08/2021
Conservative Policy Construction Using Variational Autoencoders for Logged Data with Missing Values
In high-stakes applications of data-driven decision making like healthca...
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11/23/2020
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals
Deep learning algorithms are growing in popularity in the field of exopl...
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10/29/2020