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cs.LG2022
An Ordinal Latent Variable Model of Conflict Intensity
Niklas Stoehr, Lucas Torroba Hennigen, Josef Valvoda +3
Measuring the intensity of events is crucial for monitoring and tracking armed conflict. Advances in automated event extraction have yielded massive data sets of "who did what to w…
cs.LG2021
Recursive input and state estimation: A general framework for learning from time series with missing data
Alberto García-Durán, Robert West
Time series with missing data are signals encountered in important settings for machine learning. Some of the most successful prior approaches for modeling such time series are bas…