Advanced Structured Prediction

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs.

About the author

Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.

Peter V. Gehler is a Senior Researcher in the Perceiving Systems group at the Max Planck Institute for Intelligent Systems, Tübingen, Germany.

Jeremy Jancsary is a Senior Research Scientist at Nuance Communications, Vienna.

Christoph H. Lampert is Assistant Professor at the Institute of Science and Technology Austria, where he heads a group for Computer Vision and Machine Learning.

Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.

Peter V. Gehler is a Senior Researcher in the Perceiving Systems group at the Max Planck Institute for Intelligent Systems, Tübingen, Germany.

Jeremy Jancsary is a Senior Research Scientist at Nuance Communications, Vienna.

Christoph H. Lampert is Assistant Professor at the Institute of Science and Technology Austria, where he heads a group for Computer Vision and Machine Learning.

George Papandreou is a Research Scientist for Google, Inc.

Alan Yuille is Professor in the Department of Statistics, University of California, Los Angeles.

Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Pennsylvania.

Product details

• Assisted by: Peter V Gehler (Editor), Peter V. (Senior Research Scientist Gehler (Editor), Gehler Peter V. (Editor), Jeremy Jancsary (Editor), Jeremy (Senior Research Scientist) Jancsary (Editor), Jancsary Jeremy (Editor), Christoph H Lampert (Editor), Christoph H. (Assistant Professor Lampert (Editor), Lampert Christoph H. (Editor), Sebastian Nowozin (Editor), Sebastian (Researcher Nowozin (Editor)
• Publisher: The MIT Press
• Languages: English
• Product format: Hardback
• Released: 05.12.2014
• EAN: 9780262028370
• ISBN: 978-0-262-02837-0
• No. of pages: 432
• Dimensions: 212 mm x 266 mm x 27 mm
• Weight: 1086 g
• Series: Neural Information Processing series; Advanced Structured Prediction
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; machine learning, COMPUTERS / Data Science / Machine Learning