Loading...

Dual Decomposed Learning with Factorwise Oracles for Structural SVMs of Large Output Domain

Many applications of machine learning involve structured outputs with large domains, where learning of a structured predictor is prohibitive due to repetitive calls to an expensive inference oracle. In this work, we show that by decomposing training of a Structural Support Vector Machine (SVM) into...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:Adv Neural Inf Process Syst
Main Authors: Yen, Ian E.H., Huang, Xiangru, Zhong, Kai, Zhang, Ruohan, Ravikumar, Pradeep, Dhillon, Inderjit S.
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5898830/
https://ncbi.nlm.nih.gov/pubmed/29657512
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!