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stat.ML2015
Convex recovery of tensors using nuclear norm penalization
Stephane Chretien, Tianwen Wei
The subdifferential of convex functions of the singular spectrum of real matrices has been widely studied in matrix analysis, optimization and automatic control theory. Convex anal…
stat.ML2015
An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms
Tianwen Wei
This contribution summarizes the results on the asymptotic performance of several variants of the FastICA algorithm. A number of new closed-form expressions are presented.