Browsing Rensselaer Libraries by Author "Aggour, Kareem Sherif"
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Intelligent and scalable algorithms for canonical polyadic decomposition
Aggour, Kareem Sherif (Rensselaer Polytechnic Institute, Troy, NY, 2019-05)We next developed two novel algorithms that employ online learning-based approaches to dynamically select the sketching rate and regularization parameters at runtime, further optimizing CP decompositions while simultaneously ...