System and method for learning ranking functions on data

A machine learning system to rank data within sets is disclosed. The system comprises a ranking module that has differentiable parameters. The system further comprises a cost calculation module that uses a cost function that depends on pairs of examples and which describes an output of the ranking m...

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Bibliographische Detailangaben
Hauptverfasser: BURGES, CHRISTOPHER J.C, SHAKED, TAL
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:A machine learning system to rank data within sets is disclosed. The system comprises a ranking module that has differentiable parameters. The system further comprises a cost calculation module that uses a cost function that depends on pairs of examples and which describes an output of the ranking module. Methods of using the disclosed system are also provided.