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conftrace_

factorized gradient descent

2 papers

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Also known as

FGD

Co-occurring keywords · papers mentioning both

low-rank matrix recovery (2) low-rank matrix (2) over-parameterized matrix sensing (1) statistical error bound (1) overparameterized model (1) matrix sensing (1) generalization guarantee (1) implicit regularization (1) convergence rate (1) gradient descent (1)

Papers

On the Computational and Statistical Complexity of Over-parameterized Matrix Sensing JMLR 2024 Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing COLT 2023