23 citations · 89 across the 18 of their papers we have counts for
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cond-mat.dis-nn2022★ 16 cited
Matrix factorization with neural networks
Francesco Camilli, Marc Mézard
Matrix factorization is an important mathematical problem encountered in the context of dictionary learning, recommendation systems and machine learning. We introduce a new `decima…
cs.IT2022★ 3 cited
Bayes-optimal limits in structured PCA, and how to reach them
Jean Barbier, Francesco Camilli, Marco Mondelli +1
How do statistical dependencies in measurement noise influence high-dimensional inference? To answer this, we study the paradigmatic spiked matrix model of principal components ana…