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Download Predicting Structured Data PDF by Gökhan Bakir
Title | Predicting Structured Data |
Pages | 153 Pages |
Size | 1,101 KB |
Run Time | 56 min 26 seconds |
File Name | predicting-structure_EYHBr.pdf |
predicting-structure_g330M.mp3 | |
Grade | RealAudio 96 kHz |
Released | 0 day ago |
Predicting Structured Data
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 satisfy the additional constraints found in structured data, poses one of machine learning's greatest challenges: learning functional dependencies between arbitrary input and output domains. This volume presents and analyzes the state of the art in machine learning algorithms and theory in this novel field. The contributors discuss applications as diverse as machine translation, document markup, computational biology, and information extraction, among others, providing a timely overview of an exciting field. Contributors Yasemin Altun, G�khan Bakir, Olivier Bousquet, Sumit Chopra, Corinna Cortes, Hal Daum� III, Ofer Dekel, Zoubin Ghahramani, Raia Hadsell, Thomas Hofmann, Fu Jie Huang, Yann LeCun, Tobias Mann, Daniel Marcu, David McAllester, Mehryar Mohri, William Stafford Noble, Fernando P�rez-Cruz, Massimiliano Pontil, Marc'Aurelio Ranzato, Juho Rousu, Craig Saunders, Bernhard Sch�lkopf, Matthias W. Seeger, Shai Shalev-Shwartz, John Shawe-Taylor, Yoram Singer, Alexander J. Smola, Sandor Szedmak, Ben Taskar, Ioannis Tsochantaridis, S.V.N Vishwanathan, Jason Weston
Category | Test Preparation, Lesbian, Gay, Bisexual & Transgender Books |
Author | Gökhan Bakir |
Publisher | Mary Marantz, Anna Rosling Rönnlund |
Published | 2007 |
Writer | Laura Wifler, Maggie O'Farrell |
Language | Creole, French, Romanian |
Format | epub, Kindle Edition |
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