StructED: risk minimization in structured prediction

zbMATH Open1360.68664MaRDI QIDQ2810869

Yossi Adi, Joseph Keshet

Publication date: 6 June 2016

Published in: Journal of Machine Learning Research (JMLR) (Search for Journal in Brave)

Full work available at URL: http://jmlr.csail.mit.edu/papers/v17/15-531.html

zbMATH Keywords

predictionCRFdirect loss minimizationstructural SVM

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Software, source code, etc. for problems pertaining to statistics (62-04) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Title not available (Why is that?) ⋮ Structured learning with constrained conditional models ⋮ Structured machine learning: the next ten years

Uses Software

• GitHub
• CRF++
• pystruct
• CRFsuite
• Dlib-ml
• StructED

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