conftrace_

dimension-independent convergence

3 papers

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Co-occurring keywords

cubic regularized newton method (1) krylov subspace (7) subspace method (7) nonconvex-nonconcave optimization (2) cubic regularized newton (3) private gradient descent (2) mode collapse (102) gan training (21) min-max optimization (80) generalized linear model (138)

Papers

Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024
A Convergent and Dimension-Independent Min-Max Optimization Algorithm ICML 2022
Evading the Curse of Dimensionality in Unconstrained Private GLMs AISTATS 2021