2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.ML2018
An Acceleration Scheme for Memory Limited, Streaming PCA
Salaheddin Alakkari, John Dingliana
In this paper, we propose an acceleration scheme for online memory-limited PCA methods. Our scheme converges to the first eigenvectors in a single data pass. We provide empir…
stat.ML2017★ 2 cited
Adaptive PCA for Time-Varying Data
Salaheddin Alakkari, John Dingliana
In this paper, we present an online adaptive PCA algorithm that is able to compute the full dimensional eigenspace per new time-step of sequential data. The algorithm is based on a…