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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.

168,657 papers · 148 categories

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0111 · Sep 202019922001200920172026
1 result for “HyPALM”
DeepVir -- Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19cs.LG

DeepVir uses deep matrix factorization to predict antivirals for COVID-19.

problem Predicting effective antivirals for COVID-19 using known drug-virus associations.
method Graphical deep matrix factorization with HyPALM optimization.
result DeepVir outperforms state-of-the-art techniques in predicting antivirals for COVID-19.
deep matrix factorizationantiviral repositioningmatrix completiongraph LaplacianHyPALM
2020-09-22abs ↗pdf ↗