8 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 1 cited
Self-calibrating Neural Networks for Dimensionality Reduction
Yuansi Chen, Cengiz Pehlevan, Dmitri B. Chklovskii
Recently, a novel family of biologically plausible online algorithms for reducing the dimensionality of streaming data has been derived from the similarity matching principle. In t…
cs.CV2014★ 8 cited
Fast and Robust Archetypal Analysis for Representation Learning
Yuansi Chen, Julien Mairal, Zaid Harchaoui
We revisit a pioneer unsupervised learning technique called archetypal analysis, which is related to successful data analysis methods such as sparse coding and non-negative matrix…