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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “M-FISTA”
A Family of Controllable Momentum Coefficients for Forward-Backward Accelerated Algorithmsmath.OC

A new family of momentum coefficients improves the convergence rate of accelerated algorithms.

problem Improving the convergence rate of accelerated gradient methods for strongly convex functions.
method Introducing a family of controllable momentum coefficients for forward-backward accelerated methods.
result Established a controllable $O\left(1/k^{2α} ight)$ convergence rate for the NAG-αα method.
accelerated gradient methodsmomentum coefficientsforward-backward methodsconvergence ratesstrongly convex functions
2025-01-17abs ↗pdf ↗