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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.

169,341 papers · 148 categories

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1 result for “Gibbs-Newton”

A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Modelscs.LG

Proposes LDA-GN for better inference of LDA hyper-parameters.

problem Improving inference of LDA hyper-parameters.

method 'Gibbs-Newton' technique for learning multivariate Polya distributions.

result 'Gibbs-Newton' outperforms existing methods in LDA-GN.

LDA Gibbs-Newton Polya distribution hyper-parameters latent Dirichlet allocation

2015-10-22abs ↗pdf ↗