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arXiv research

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.

169,051 papers · 148 categories

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2 results for “inf-projection”

Stochastic Optimization for Non-convex Inf-Projection Problemscs.LG

Paper tackles non-convex inf-projection problems with stochastic optimization.

problem Non-convex and possibly non-smooth inf-projection minimization problems.

method Developed stochastic algorithms for finding (nearly) stationary solutions.

result Established first-order convergence for non-convex inf-projection problems.

stochastic optimization non-convex problems inf-projection DC functions bi-convex functions

2019-08-26abs ↗pdf ↗

Kurdyka-Łojasiewicz exponent via inf-projectionmath.OC

Paper shows how KL exponent is preserved via inf-projection for optimization problems.

problem Estimating the KL exponent for optimization problems.

method Shows KL exponent preservation via inf-projection for optimization problems.

result KL exponent is preserved via inf-projection for several important convex optimization models.

Kurdyka-Lojasiewicz exponent inf-projection optimization convex optimization nonconvex optimization

2019-02-10abs ↗pdf ↗