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math.NA2020
Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean Decomposition
Derek DeSantis, Erik Skau, Duc P. Truong +1
The application of binary matrices are numerous. Representing a matrix as a mixture of a small collection of latent vectors via low-rank decomposition is often seen as an advantage…
cs.LG2020
Coarse-Grain Cluster Analysis of Tensors with Application to Climate Biome Identification
Derek DeSantis, Phillip J. Wolfram, Katrina Bennett +1
A tensor provides a concise way to codify the interdependence of complex data. Treating a tensor as a d-way array, each entry records the interaction between the different indices.…