activity
20182025
most citedNesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

math.OC2018★ 2 cited

Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms

Drew Mitchell, Nan Ye, Hans De Sterck

We present Nesterov-type acceleration techniques for Alternating Least Squares (ALS) methods applied to canonical tensor decomposition. While Nesterov acceleration turns gradient d…