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Advances in minimum description length :theory and applications
A source book for state-of-the-art MDL, including an extensive tutorial and recent theoretical advances and practical applications in fields ranging from bioinformatics to psychology.The process of inductive inference--to infer general laws and principles from particular instances--is the basis of statistical modeling, pattern recognition, and machine learning. The Minimum Descriptive Length (M…
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- ISBN/ISSN
- 9780262274463
- Collation
- 1 online resource (x, 444 pages) :illustrations.
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Ant colony optimization
"A Bradford book."An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications.The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The atte…
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- ISBN/ISSN
- 9780262256032
- Collation
- 1 online resource (xi, 305 pages) :illustrations
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Perturbations optimization and statistics
A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.In nearly all machine learning, decisions must be made given current knowledge. Surprisingly, making what is believed to be the best decision is not always the best strategy, even when learning in a supervised learning setting. An emerging body of wo…
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- ISBN/ISSN
- 9780262337939
- Collation
- 1 online resource (ix, 401 pages).
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Optimization for machine learning
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from hug…
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- ISBN/ISSN
- 9780262298773
- Collation
- 1 online resource (ix, 494 pages) :illustrations.
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Enrico Fermi the Obedient Genius
This biography explores the life and career of the Italian physicist Enrico Fermi, which is also the story of thirty years that transformed physics and forever changed our understanding of matter and the universe: nuclear physics and elementary particle physics were born, nuclear fission was discovered, the Manhattan Project was developed, the atomic bombs were dropped, and the era of “big sc…
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- ISBN/ISSN
- 978-1-4939-3533-8
- Collation
- 51 b/w illustrations, 3 illustrations in colour
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Astronomy and Calendars – The Other Chinese Mathematics: 104 BC - AD 1644
Presented from the viewpoint of the history of mathematics, this book explores both epistemological aspects of Chinese traditional mathematical astronomy and lunisolar calendrical calculations. The following issues are addressed: (1) connections with non-Chinese cultural areas; (2) the possibility or impossibility of using mathematics to predict astronomical phenomena, a question that was const…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-662-49718-0
- Collation
- XXXV, 471
- Series Title
- Lecture Notes in Chemistry
- Call Number
- 530.1 MAR a
Why Cryptography Should Not Rely on Physical Attack Complexity
This book presents two practical physical attacks. It shows how attackers can reveal the secret key of symmetric as well as asymmetric cryptographic algorithms based on these attacks, and presents countermeasures on the software and the hardware level that can help to prevent them in the future. Though their theory has been known for several years now, since neither attack has yet been successf…
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- ISBN/ISSN
- 978-981-287-787-1
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What is the Genus?
Exploring several of the evolutionary branches of the mathematical notion of genus, this book traces the idea from its prehistory in problems of integration, through algebraic curves and their associated Riemann surfaces, into algebraic surfaces, and finally into higher dimensions. Its importance in analysis, algebraic geometry, number theory and topology is emphasized through many theorems. Al…
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- ISBN/ISSN
- 978-3-319-42312-8
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Cultures of prediction :how engineering and science evolve with mathematical …
"This book provides a longue dur?ee story examining the dynamic history of predictive methods and values in sciences--and particularly in engineering and other applied sciences--which is crucial to understanding today's culture of prediction"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262379045
- Collation
- 1 online resource.
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- -
- Call Number
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Optimizing play :why theorycrafting breaks games and how to fix it
"A thoughtful account of how optimization (also known as theorycrafting or the "moneyballing effect") has changed the way we play games from World of Warcraft to soccer"--OCLC-licensed vendor bibliographic record.
- Edition
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- ISBN/ISSN
- 9780262378338
- Collation
- 1 online resource
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