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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.

168,742 papers · 148 categories

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0111 · May 202619922001200920172026
1 result for “polynomial-maximization”
Variance-Reduced Manifold Sampling via Polynomial-Maximization Density Estimationstat.ME

A new method for sampling on manifolds reduces density estimation errors.

problem Sampling on implicitly defined manifolds in various applications.
method Polynomial-Maximization Moment (PMM) estimator replacing local k-nearest-neighbour density estimate.
result Reduces density estimation errors by 22--36% on asymmetric gamma and boundary-spacing regimes.
samplingmanifoldsdensity estimationpolynomial-maximizationk-nearest-neighbour
2026-05-19abs ↗pdf ↗