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The Benefits of Implicit Regularization from SGD in Least Squares Problems.
Difan Zou
Jingfeng Wu
Vladimir Braverman
Quanquan Gu
Dean P. Foster
Sham M. Kakade
Published in:
CoRR (2021)
Keyphrases
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least squares
np complete
stochastic gradient descent
linear least squares
robust estimation
optical flow
optimization problems
level set
efficient algorithms for solving