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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.

169,051 papers · 148 categories

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1 result for “Threshold-guided”
Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood Maximizationstat.ML

A fast Bayesian optimization method using threshold-guided marginal likelihood maximization.

problem Efficiently optimizing models with Gaussian process regression.
method Guided marginal likelihood maximization with a pre-defined threshold to reduce model selection steps.
result Significantly reduces execution time without compromising optimization quality.
Bayesian optimizationGaussian processMarginal likelihoodThreshold-guided
2019-05-18abs ↗pdf ↗