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20202025
most citedStatistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models

2 citations · 5 across the 9 of their papers we have counts for

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math.OC2025

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

Qiujiang Jin, Aryan Mokhtari

In this paper, we establish global non-asymptotic convergence guarantees for the BFGS quasi-Newton method without requiring strong convexity or the Lipschitz continuity of the grad…