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stat.ME2016★ 36 cited
Fast spatial Gaussian process maximum likelihood estimation via skeletonization factorizations
Victor Minden, Anil Damle, Kenneth L. Ho +1
Maximum likelihood estimation for parameter-fitting given observations from a Gaussian process in space is a computationally-demanding task that restricts the use of such methods t…
stat.ME2014
A geometric approach to archetypal analysis and non-negative matrix factorization
Anil Damle, Yuekai Sun
Archetypal analysis and non-negative matrix factorization (NMF) are staples in a statisticians toolbox for dimension reduction and exploratory data analysis. We describe a geometri…