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Advanced Structured Prediction
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. …
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- 0262322951
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- 1 online resource (ix, 415 pages) :illustrations.
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Web and Internet Economics 11th International Conference, WINE 2015, Amsterd…
This book constitutes the thoroughly refereed proceedings of the 11th International Conference on Web and Internet Economics, WINE 2015, held in Amsterdam, The Netherlands, in December 2015. The 30 regular papers presented together with 8 abstracts were carefully reviewed and selected from 142 submissions and cover results on incentives and computation in theoretical computer science, artificia…
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- 978-3-662-48995-6
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Web Technologies and Applications APWeb 2015 Workshops, BSD, WDMA, and BDAT,…
This book constitutes the refereed proceedings of the workshops held at the 17th Asia-Pacific Web Conference, APWeb 2015, in Guangzhou, China, in September 2015. The 15 full papers were carefully reviewed and selected from various submissions. The volume presents the papers that have been accepted for the following workshops: Big Data Applications in Telecoms, BDAT 2015, Big Social Data, BSD…
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- 978-3-319-28121-6
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Living with algorithms :agency and user culture in Costa Rica
"How people in Costa Rica live with algorithms in their daily life"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262374200
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- 1 online resource.
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Algorithms of resistance :the everyday fight against platform power
"Bonini and Trere explore how people all around the world use different tactics to interfere with the algorithms behind the platforms they use to work, entertain, and inform themselves"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262377485
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- 1 online resource
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Algorithmic rights and protections for children
"Essays that look at the challenges and risks in designing algorithms and platforms for children, with an emphasis on innovative designs and solutions for algorithmic justice, learning, and equity"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262374316
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- 1 online resource
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The constitution of algorithms :ground-truthing, programming, formulating
"Ethnographic study of the constitution of algorithms"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262363235
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- 1 online resource.
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Computational thinking
An introduction to computational thinking that traces a genealogy beginning centuries before the digital computer. A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation; eventually, every field had a computational branch: computational physics, computational biology, computational …
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- ISBN/ISSN
- 9780262353410
- Collation
- 1 online resource (272 pages) :illustrations
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Predicting structured data
Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…
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- ISBN/ISSN
- 9780262255691
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- 1 online resource (viii, 348 pages) :illustrations.
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Automatic algorithm recognition and replacement :a new approach to program op…
"Parallel computation will become the norm in the coming decades. Unfortunately, advances in parallel hardware have far outpaced parallel applications of software. There are currently two approaches to applying parallelism to applications. One is to write completely new applications in new languages. But abandoning applications that work is unacceptable to most nonacademic users of high-perform…
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- ISBN/ISSN
- 058533336X
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- 1 online resource (viii, 219 pages)
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