$e$PCA: High Dimensional Exponential Family PCA

Lydia T. Liu, Edgar Dobriban, Amit Singer

Many applications, such as photon-limited imaging and genomics, involve large datasets with noisy entries from exponential family distributions. It is of interest to estimate the c…