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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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1 result for “Event2vec”
Representation Learning for Heterogeneous Information Networks via Embedding Eventscs.LG

Event2vec learns object embeddings in HINs by considering both relation properties and quantities.

problem Ignoring relation properties in existing NRL methods for HINs.
method Event2vec uses events to represent relations and defines event-driven proximities to measure object relevance.
result Event2vec preserves event-driven proximities in the embedding space and outperforms state-of-the-art methods.
Network Representation LearningHeterogeneous Information NetworksEvent2vecRelation PropertiesObject Relevance
2019-01-29abs ↗pdf ↗