Research

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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 “m-kernels”

Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisationstat.ML

Novel method constructs covariance functions for Bayesian optimisation.

problem Bayesian optimisation with existing knowledge.

method Uses m-kernels to convert existing covariance functions to problem-specific ones.

result Constructs covariance functions matching the problem at hand.

Bayesian optimisation covariance function m-kernels experimental design accelerated optimisation

2018-02-15abs ↗pdf ↗