EventNMF models event data as Poisson processes with intensities factorized via non-negative B-spline bases to recover shared temporal templates directly from event times.
B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization
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Non-Negative Matrix Factorization for Event Data
EventNMF models event data as Poisson processes with intensities factorized via non-negative B-spline bases to recover shared temporal templates directly from event times.