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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.

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1 result for “GSPGS”

Generalized Simultaneous Perturbation-based Gradient Search with Reduced Estimator Biascs.LG

Improved GSPGS estimators reduce bias in noisy function measurements.

problem Reduced bias in noisy function measurements.

method Generalized Simultaneous Perturbation-based Gradient Search (GSPGS) with various estimators.

result Estimators requiring more function measurements have lower bias.

GSPGS gradient search stochastic approximation noisy function bias reduction

2022-12-20abs ↗pdf ↗