518 citations · 933 across the 11 of their papers we have counts for
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cs.LG2015★ 518 cited
Learning to Diagnose with LSTM Recurrent Neural Networks
Zachary C. Lipton, David C. Kale, Charles Elkan +1
Clinical medical data, especially in the intensive care unit (ICU), consist of multivariate time series of observations. For each patient visit (or episode), sensor data and lab te…
cs.LG2015★ 4 cited
Efficient Elastic Net Regularization for Sparse Linear Models
Zachary C. Lipton, Charles Elkan
This paper presents an algorithm for efficient training of sparse linear models with elastic net regularization. Extending previous work on delayed updates, the new algorithm appli…