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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.

168,695 papers · 148 categories

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1 result for “ADRC”
An ADRC-Incorporated Stochastic Gradient Descent Algorithm for Latent Factor Analysiscs.LG

An ADRC-incorporated SGD algorithm improves latent factor analysis speed and accuracy.

problem Slow convergence in standard SGD for HDI matrix analysis.
method Incorporates ADRC principles to refine historical and future learning error states.
result Empirically outperforms state-of-the-art LFA models in HDI matrix prediction.
latent factor analysisstochastic gradient descentADRCHDI matrixfast convergence
2024-01-13abs ↗pdf ↗