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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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4 results for “nLasso”

Localized Linear Regression in Networked Datacs.LG

Paper analyzes nLasso for localized linear regression in networked data.

problem Learning sparse linear models from networked data.

method Extends nLasso to network models using convex optimization.

result Sufficient condition for nLasso to accurately learn localized linear regression.

networked data localized linear regression nLasso convex optimization statistical properties

2019-03-26abs ↗pdf ↗

On the Duality between Network Flows and Network Lassocs.LG

Paper links network Lasso to network flow optimization.

problem Joint clustering and optimization of networked data.

method Exploration of duality between network Lasso and network flow optimization.

result nLasso is equivalent to a minimum-cost flow problem on the data network structure.

network Lasso network flow optimization graph algorithms minimum-cost flow networked data

2019-10-04abs ↗pdf ↗

Local Graph Clustering with Network Lassocs.LG

Network Lasso clusters sparse graph clusters efficiently.

problem Local graph clustering of sparse and chain-like clusters.

method Network Lasso minimizes total variation of cluster indicator signals.

result Network Lasso handles sparse clusters difficult for spectral clustering.

network lasso graph clustering sparse clusters total variation primal-dual method

2020-04-25abs ↗pdf ↗

Bayesian Analysis for miRNA and mRNA Interactions Using Expression Datastat.AP

MicroRNAs (miRNAs) are small RNA molecules composed of 19-22 nt, which play important regulatory roles in post-transcriptional gene regulation by inhibiting the translation of the mRNA into proteins or otherwise cleaving the target mRNA. Inferring miRNA targets provides useful information for understanding the roles of…

2012-10-12abs ↗pdf ↗