What is recorded here?
Combined a compressed interaction network computing explicit vector-wise feature crosses with a deep implicit-interaction branch and a linear component.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits Wide&Deep, FM and DCN, but CIN is a separately specified method delta. Bounded-degree explicit interactions are constrained by architecture, not unconstrained arbitrary polynomial learning. Original v1has placeholder ACM Woodstock/ISBN/DOI fields: none are treated as real publication identifiers.
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People and systems
Jianxun Lian; Xiaohuan Zhou; Fuzheng Zhang; Zhongxia Chen; Xing Xie; Guangzhong Sun
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
xDeepFM: compressed vector-wise feature interactions
Combined a compressed interaction network computing explicit vector-wise feature crosses with a deep implicit-interaction branch and a linear component.
Scientific scope
Inherits Wide&Deep, FM and DCN, but CIN is a separately specified method delta. Bounded-degree explicit interactions are constrained by architecture, not unconstrained arbitrary polynomial learning. Original v1has placeholder ACM Woodstock/ISBN/DOI fields: none are treated as real publication identifiers.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Jianxun Lian; Xiaohuan Zhou; Fuzheng Zhang; Zhongxia Chen; Xing Xie; Guangzhong Sun
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.