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Implicit regularization makes overparameterized asymmetric matrix sensing robust to perturbations

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Several key questions remain unanswered regarding overparameterized learning models. It is unclear how (stochastic) gradient descent finds solutions that generalize well, and in particular the role of small random initializations. Matrix sensing, which is the ... ...