"global convergence analysis" 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
1
citations

On the Convergence of Single-Timescale Actor-Critic

Navdeep Kumar, Priyank Agrawal, Giorgia Ramponi et al.

NeurIPS 2025posterarXiv:2410.08868
1
citations

Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence

Ganzhao Yuan

ICML 2024poster

Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles

Bhrij Patel, Wesley A. Suttle, Alec Koppel et al.

ICML 2024poster