313 citations · 414 across the 10 of their papers we have counts for
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cond-mat.dis-nn2022★ 1 cited
Generative random latent features models and statistics of natural images
Philipp Fleig, Ilya Nemenman
Complex, multivariable systems are often analyzed by grouping their constituent units into components, sometimes referred to as latent features, which afford physical or biological…
cond-mat.dis-nn2021★ 10 cited
Statistical properties of large data sets with linear latent features
Philipp Fleig, Ilya Nemenman
Analytical understanding of how low-dimensional latent features reveal themselves in large-dimensional data is still lacking. We study this by defining a linear latent feature mode…