On-device research index

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

Trend · papers per month

count % of corpus

2 results for “coclustering”

Cats & Co: Categorical Time Series Coclusteringcs.DB

A novel method clusters and analyzes categorical time series data.

problem Clustering and analyzing temporal event sequences data.

method Three-dimensional data grid models for 3D-co-clustering.

result Discover meaningful underlying patterns of categorical time series data.

time series coclustering categorical data Bayesian model selection event sequences

2015-05-06abs ↗pdf ↗

Universal Approximation of Edge Density in Large Graphscs.SI

The paper presents a method to summarize large graphs by estimating edge density.

problem Tackles the problem of summarizing the structure of large graphs.

method Uses a coclustering approach with piecewise constant estimation of edge density across clusters.

result Demonstrates that the method is a universal approximator of true edge density in directed multigraphs.

graph summarization edge density clustering non-parametric estimation model selection

2015-08-06abs ↗pdf ↗