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12/07/2021
Accelerating jackknife resampling for the Canonical Polyadic Decomposition
The Canonical Polyadic (CP) tensor decomposition is frequently used as a...
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10/04/2021
An AO-ADMM approach to constraining PARAFAC2 on all modes
Analyzing multi-way measurements with variations across one mode of the ...
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10/09/2020
Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic Decompositions
Tensor decompositions, such as CANDECOMP/PARAFAC (CP), are widely used i...
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07/05/2019
Networkmetrics unraveled: MBDA in Action
We propose networkmetrics, a new data-driven approach for monitoring, tr...
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06/28/2019
Cross-product Penalized Component Analysis (XCAN)
Matrix factorization methods are extensively employed to understand comp...
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02/14/2018