conftrace_

stochastic second-order method

4 papers

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Co-occurring keywords

second-order method (38) stochastic optimization (1060) hessian oracle (2) self-concordant function (8) approximate newton (1) subsampled newton method (3) stochastic bfg (1) nesterov acceleration (54) proximal extragradient (1) superlinear convergence (24)

Papers

Stochastic Newton Proximal Extragradient Method NIPS 2024

Nesterov's Acceleration for Approximate Newton JMLR 2020

Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation AISTATS 2020

Stochastic Second-Order Method for Large-Scale Nonconvex Sparse Learning Models IJCAI 2018