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krylov subspace

7 papers

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Co-occurring keywords

rational approximation (3) krylov subspace method (5) second-order optimization (93) convex optimization (1321) cubic regularized newton method (1) dimension-independent convergence (3) echo state network (11) subspace method (7) second order optimization (12) polynomial preconditioning (1)

Papers

Memory of recurrent networks: Do we compute it right? JMLR 2024
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024
Nearly Optimal Approximation of Matrix Functions by the Lanczos Method NIPS 2024
Polynomial Preconditioning for Gradient Methods ICML 2023
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization NIPS 2020
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
Krylov Subspace Descent for Deep Learning AISTATS 2012