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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 · Jul 202119922001200920172026
1 result for “U-divergence”
Kernel Density Estimation by Stagewise Algorithm with a Simple Dictionarystat.ML

Proposes a new method for kernel density estimation using stagewise minimization and a simple dictionary.

problem Kernel density estimation with data-adaptive weighting parameters and sparse representation.
method Stagewise minimization algorithm based on UU-divergence and a simple dictionary.
result Develops non-asymptotic error bound for the proposed estimator.
kernel density estimationstagewise minimizationU-divergencedata-adaptive weightingsparse representation
2021-07-27abs ↗pdf ↗