Adaptive Granularity in Tensors: A Quest for Interpretable Structure

Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis

Data collected at very frequent intervals is usually extremely sparse and has no structure that is exploitable by modern tensor decomposition algorithms. Thus the utility of such t…