Bhaskar Marati

SAKTHI: Sparse Tucker Acceleration via Adaptive Kernels for TTMc and SVD in HOOI

SAKTHI, an end-to-end GPU framework that optimizes the full sparse HOOI pipeline, delivers orders-of-magnitude end-to-end speedups over the prior state of the art, runs successfully on tensors where previous methods fail due to memory exhaustion, and produces matching fit.