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Polyak, ‘The conjugate gradient method in extremal problems,’ USSR Computational Mathematics and Mathematical Physics , vol

3 Pith papers cite this work. Polarity classification is still indexing.

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Continuous-Time Dynamics of the Difference-of-Convex Algorithm

math.OC · 2026-04-08 · unverdicted · novelty 7.0

DCA corresponds to Euler discretization of a Bregman gradient flow, with a damped version providing monotone descent, global linear rates under metric DC-PL, and local exponential convergence near nondegenerate minima.

Accelerating MPGP-type Methods Through Preconditioning

math.NA · 2025-07-01 · unverdicted · novelty 6.0

Approximate one-time preconditioning in face for MPGP algorithms yields error bounds, a sharp condition-number estimate, and large observed speedups on quadratic programs with constraints.

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