2 papers
cs.DC2016
Randomized algorithms for distributed computation of principal component analysis and singular value decomposition
Huamin Li, Yuval Kluger, Mark Tygert
Randomized algorithms provide solutions to two ubiquitous problems: (1) the distributed calculation of a principal component analysis or singular value decomposition of a highly re…
stat.ML2016
Removal of Batch Effects using Distribution-Matching Residual Networks
Uri Shaham, Kelly P. Stanton, Jun Zhao +4
Sources of variability in experimentally derived data include measurement error in addition to the physical phenomena of interest. This measurement error is a combination of system…