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math.OC2026
A Unified Framework for Iterate Convergence of Bregman Proximal Methods
He Chen, Jiaming Fan, Anthony Man-Cho So
Iterate convergence of Bregman proximal methods (BPMs) has long remained open, especially for nonconvex objectives. Recently, \citet{chen2026skl} made progress by establishing iter…
math.OC2026
On the Iterate Convergence of Bregman Projected Gradient Method
He Chen, Anthony Man-Cho So
The iterate convergence of \textit{Bregman projected gradient method} (BPGM) has remained a long-standing open problem, especially for the widely adopted Shannon entropy kernel. Ex…