Gebundenes Buch

Advanced Structured Prediction

Beschreibung

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

Autor

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.

Produktdetails

• Verlag: MIT Press
• Seitenzahl: 432
• Erscheinungstermin: 5. Dezember 2014
• Englisch
• Abmessung: 266mm x 212mm x 27mm
• Gewicht: 1086g
• ISBN-13: 9780262028370
• ISBN-10: 0262028379
• Artikelnr.: 40845245