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krylov subspace

11 papers

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Co-occurring keywords · papers mentioning both

convergence rate (3) rational approximation (2) krylov subspace method (2) lanczos method (2) second-order optimization (2) convex optimization (2) cubic regularized newton method (1) dimension-independent convergence (1) cubic regularization (1) echo state network (1)

Papers

LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace ICLR 2025 Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling ICLR 2024 Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems ICLR 2024 Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024 Memory of recurrent networks: Do we compute it right? JMLR 2024 Nearly Optimal Approximation of Matrix Functions by the Lanczos Method NeurIPS 2024 Polynomial Preconditioning for Gradient Methods ICML 2023 Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization NeurIPS 2020 Analysis of Krylov Subspace Solutions of Regularized Non-Convex Quadratic Problems NeurIPS 2018 Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NeurIPS 2015 Krylov Subspace Descent for Deep Learning AISTATS 2012