conftrace_

dimension-independent convergence

3 papers

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Co-occurring keywords · papers mentioning both

cubic regularized newton method (1) krylov subspace (1) subspace method (1) nonconvex-nonconcave optimization (1) cubic regularized newton (1) private gradient descent (1) mode collapse (1) gan training (1) min-max optimization (1) generalized linear model (1)

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