"self-concordant functions" Papers

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Affine-Invariant Global Non-Asymptotic Convergence Analysis of BFGS under Self-Concordance

Qiujiang Jin, Aryan Mokhtari

NEURIPS 2025spotlightarXiv:2507.00361
2
citations

A Geometric Analysis of PCA

Ayoub El Hanchi, Murat Erdogdu, Chris Maddison

NEURIPS 2025arXiv:2510.20978
1
citations

Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing

Elad Romanov, Fangzhao Zhang, Mert Pilanci

ICLR 2025arXiv:2410.01374
2
citations