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adaptive sample size

5 papers

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Co-occurring keywords · papers mentioning both

empirical risk minimization (5) stochastic optimization (2) morse function (1) truncated eigenvalue decomposition (1) newton method (1) statistical accuracy (1) quadratic convergence (1) saddle point (1) superlinear convergence (1) second-order method (1)

Papers

Exploiting Local Convergence of Quasi-Newton Methods Globally: Adaptive Sample Size Approach NeurIPS 2021 Efficient Nonconvex Empirical Risk Minimization via Adaptive Sample Size Methods AISTATS 2019 Large Scale Empirical Risk Minimization via Truncated Adaptive Newton Method AISTATS 2018 First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization NeurIPS 2017 Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy NeurIPS 2016