most citedA Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

math.NA2015

Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark

Manda Winlaw, Michael B. Hynes, Anthony Caterini +1

Collaborative filtering algorithms are important building blocks in many practical recommendation systems. For example, many large-scale data processing environments include collab…

math.NA2014★ 1 cited

A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation

Hans De Sterck, Manda Winlaw

Alternating least squares (ALS) is often considered the workhorse algorithm for computing the rank-R canonical tensor approximation, but for certain problems its convergence can be…