CURRENTLY SOLD OUT

Advanced Structured Prediction by Christoph H. Lampert, Peter V. Gehler, Sebastian Nowozin, Jeremy Jancsary (Hardcover, 2014)

About this product

Product Information

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs. The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. They can carry out such tasks as predicting a natural language sentence, or segmenting an image into meaningful components. These models are expressive and powerful, but exact computation is often intractable. A broad research effort in recent years has aimed at designing structured prediction models and approximate inference and learning procedures that are computationally efficient. This volume offers an overview of this recent research in order to make the work accessible to a broader research community. The chapters, by leading researchers in the field, cover a range of topics, including research trends, the linear programming relaxation approach, innovations in probabilistic modeling, recent theoretical progress, and resource-aware learning. Contributors Jonas Behr, Yutian Chen, Fernando De La Torre, Justin Domke, Peter V. Gehler, Andrew E. Gelfand, Sebastien Giguere, Amir Globerson, Fred A. Hamprecht, Minh Hoai, Tommi Jaakkola, Jeremy Jancsary, Joseph Keshet, Marius Kloft, Vladimir Kolmogorov, Christoph H. Lampert, Francois Laviolette, Xinghua Lou, Mario Marchand, Andre F. T. Martins, Ofer Meshi, Sebastian Nowozin, George Papandreou, Daniel Prusa, Gunnar Ratsch, Amelie Rolland, Bogdan Savchynskyy, Stefan Schmidt, Thomas Schoenemann, Gabriele Schweikert, Ben Taskar, Sinisa Todorovic, Max Welling, David Weiss, Thomas Werner, Alan Yuille, Stanislav Zivny

Product Identifiers

Publisher
Peter V. Gehler, Sebastian Nowozin, Stanislav Zivny, Jeremy Jancsary, Thomas Werner, Christoph H. Lampert, MIT Press LTD
ISBN-13
9780262028370
eBay Product ID (ePID)
209360601

Product Key Features

Author
Christoph H. Lampert, Peter V. Gehler, Sebastian Nowozin, Jeremy Jancsary
Publication Name
Advanced Structured Prediction
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2014
Type
Textbook
Number of Pages
432 Pages

Dimensions

Item Height
254mm
Item Width
203mm

Additional Product Features

Series Title
Neural Information Processing Series
Country/Region of Manufacture
United States
Editor
Peter V. Gehler, Jeremy Jancsary, Sebastian Nowozin, Christoph H. Lampert

Best Selling in Adult Learning & University

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Best Selling in Adult Learning & University

Time Management by Peter Quarry (Paperback, 1986)
No ratings or reviews yet.
AU $16.99 New
---- Used
Polyvagal Exercises for Safety and Connection: 50 Client-Centered Practices by Deb Dana (Paperback, 2020)
No ratings or reviews yet.
AU $53.39 New
AU $45.00 Used

Save on Adult Learning & University

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Save on Adult Learning & University

Bill Perkins Die With Zero (Paperback)
AU $29.92
Trending at AU $34.03
Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual
AU $49.00
Trending at AU $60.56
Netter Atlas of Human Anatomy: Classic Regional Approach
AU $113.94
Trending at AU $124.53
Sapiens A Brief History of Humankind by Yuval Noah Harari Paperback Book NEW
AU $19.57
Trending at AU $19.83
It's Not You: How to Identify and Heal from NARCISSISTIC People by Ramani Durvas
AU $35.00
Trending at AU $37.77
BORN IN 1971?... 1951?BIRTHDAY...Australian Social History....Chrisi, Birthdays
AU $19.00
Trending at AU $22.23

Shop by category

Advanced Structured Prediction by Christoph H. Lampert, Peter V. Gehler, Sebastian Nowozin, Jeremy Jancsary (Hardcover, 2014)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Time Management by Peter Quarry (Paperback, 1986)

Polyvagal Exercises for Safety and Connection: 50 Client-Centered Practices by Deb Dana (Paperback, 2020)

Save on Adult Learning & University

Bill Perkins Die With Zero (Paperback)

Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual

Netter Atlas of Human Anatomy: Classic Regional Approach

Sapiens A Brief History of Humankind by Yuval Noah Harari Paperback Book NEW

It's Not You: How to Identify and Heal from NARCISSISTIC People by Ramani Durvas

BORN IN 1971?... 1951?BIRTHDAY...Australian Social History....Chrisi, Birthdays

You may also like

Peter Rabbit English Hardcover Fiction Books

Beatrix Potter Peter Rabbit Fiction Hardcover Books

Peter Rabbit World literature & Classics Fiction Hardcover Books

Peter Rabbit Fiction Hardcover Non - 1950-1999 Publication Year Books

Hardcovers

Peter Rabbit Fiction Fiction & Books