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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.

169,291 papers · 148 categories

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1 result for “McKernel”

McKernel: A Library for Approximate Kernel Expansions in Log-linear Timecs.LG

McKernel speeds up kernel approximations for large-scale learning.

problem Efficient computation of kernel expansions for large datasets.

method Random Kitchen Sinks, Stochastic Gradient Descent, Walsh Hadamard Fast algorithm.

result Log-linear time computation of approximated kernel expansions.

McKernel kernel approximations log-linear time Random Kitchen Sinks Stochastic Gradient Descent

2017-02-27abs ↗pdf ↗