2 papers
cs.LG2021
GNisi: A graph network for reconstructing Ising models from multivariate binarized data
Emma Slade, Sonya Kiselgof, Lena Granovsky +1
Ising models are a simple generative approach to describing interacting binary variables. They have proven useful in a number of biological settings because they enable one to repr…
cs.LG2018
Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks
Lena Granovsky, Gabi Shalev, Nancy Yacovzada +2
Common medical conditions are often associated with sleep abnormalities. Patients with medical disorders often suffer from poor sleep quality compared to healthy individuals, which…