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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 “Age-Period-Cohort”

Expressive Mortality Models through Gaussian Process Kernelsstat.ML

Develops a GP framework for age and year-specific mortality surfaces.

problem Learning the covariance structure of age and year-specific mortality surfaces.

method Genetic programming algorithm to search for the most expressive GP kernel.

result Reveals the presence/absence of cohort effects in different populations.

Gaussian Process Mortality Modeling Genetic Programming Age-Period-Cohort Python

2023-05-02abs ↗pdf ↗