Accelerating sparse tensor decomposition using adaptive linearized representation

Jan Laukemann, Ahmed E Helal, S Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa Ranadive, Brian J Gravelle, Fabrizio Petrini, Jee Whan Choi

March 2025

PDF DOI

Type

Conference paper

Publication

IEEE Transactions on Parallel and Distributed Systems (TPDS)

sparse tensors tensor decomposition ALTO MTTKRP CP-APR poisson tensor decomposition alternating poisson regression multi-core CPU sapphire rapids