Robust large-scale machine learning in the cloud

The present disclosure provides a new scalable coordinate descent (SCD) algorithm and associated system for generalized linear models whose convergence behavior is always the same, regardless of how much SCD is scaled out and regardless of the computing environment. This makes SCD highly robust and...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Rendle, Steffen, Fetterly, Dennis Craig, Su, Bor-yiing, Shekita, Eugene J
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
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