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Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate.
Ruichen Jiang
Parameswaran Raman
Shoham Sabach
Aryan Mokhtari
Mingyi Hong
Volkan Cevher
Published in:
CoRR (2024)
Keyphrases
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convergence rate
convergence speed
gradient method
support vector machine
clustering method
objective function
least squares
optimization algorithm
high order
numerical stability
cost function
optimization methods
decomposition method
regularized least squares