Kernelized Support Tensor Machines.pdf

Inthecontextofsupervisedtensorlearning,preservingthestructuralinformationandexploitingthediscriminativenonlinearrelationshipsof tensordataarecrucialforimprovingtheperformanceoflearningtasks.Basedontensorfactorizationtheoryandkernelmethods,weproposeanovelKerne