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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 “CEC-IB”

Semi-supervised cross-entropy clustering with information bottleneck constraintcs.LG

Proposes CEC-IB for semi-supervised clustering with side information.

problem Clustering with limited labeled data and partial user information.

method Combines cross-entropy clustering and information bottleneck constraints.

result Outperforms GMM in semi-supervised clustering tasks.

semi-supervised clustering CEC-IB information bottleneck Gaussian mixture models partial labeling

2017-05-03abs ↗pdf ↗