110 citations · 225 across the 7 of their papers we have counts for
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cs.LG2014★ 77 cited
A statistical model for tensor PCA
Andrea Montanari, Emile Richard
We consider the Principal Component Analysis problem for large tensors of arbitrary order under a single-spike (or rank-one plus noise) model. On the one hand, we use informati…
cs.LG2012
A Regularization Approach for Prediction of Edges and Node Features in Dynamic Graphs
Emile Richard, Andreas Argyriou, Theodoros Evgeniou +1
We consider the two problems of predicting links in a dynamic graph sequence and predicting functions defined at each node of the graph. In many applications, the solution of one p…