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Large-scale kernel machines
Pervasive and networked computers have dramatically reduced the cost of collecting and distributing large datasets. In this context, machine learning algorithms that scale poorly could simply become irrelevant. We need learning algorithms that scale linearly with the volume of the data while maintaining enough statistical efficiency to outperform algorithms that simply process a random subset o…
- Edition
- -
- ISBN/ISSN
- 0262255790
- Collation
- 1 online resource (xii, 396 pages) :illustrations.
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Sublinear Computation Paradigm: Algorithmic Revolution in the Big Data Era
This open access book gives an overview of cutting-edge work on a new paradigm called the “sublinear computation paradigm,” which was proposed in the large multiyear academic research project “Foundations of Innovative Algorithms for Big Data.” That project ran from October 2014 to March 2020, in Japan. To handle the unprecedented explosion of big data sets in research, industry, and ot…
- Edition
- Ed. 1
- ISBN/ISSN
- 9789811640957, 9789811640957
- Collation
- 410
- Series Title
- -
- Call Number
- 511.8 SUB s
Constructive side-channel analysis and secure design
This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Workshop, COSADE 2015, held in Berlin, Germany, in April 2015. The 17 revised full papers presented were carefully selected from 48 submissions. the focus of this workshop was on following topics: side-channel attacks, FPGA countermeasures, timing attacks and countermeasures, fault attacks, counte…
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- ISBN/ISSN
- 9783319214764
- Collation
- x, 271 pages
- Series Title
- -
- Call Number
- 518.1
The Congruences of a Finite Lattice
This is a self-contained exposition by one of the leading experts in lattice theory, George Grätzer, presenting the major results of the last 70 years on congruence lattices of finite lattices, featuring the author's signature Proof-by-Picture method. Key features: * Insightful discussion of techniques to construct "nice" finite lattices with given congruence lattices and "nice" congruen…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-38798-7
- Collation
- XXXIV, 346, 159 b/w illustrations
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- -
- Call Number
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Cryptology Transmitted Message Protection From Deterministic Chaos up to Opti…
This book presents methods to improve information security for protected communication. It combines and applies interdisciplinary scientific engineering concepts, including cryptography, chaos theory, nonlinear and singular optics, radio-electronics and self-changing artificial systems. It also introduces additional ways to improve information security using optical vortices as information carr…
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- ISBN/ISSN
- 9783319301259
- Collation
- xxviii, 364 pages
- Series Title
- -
- Call Number
- 005.1
International Symposium on Mathematics, Quantum Theory, and Cryptography Pro…
This open access book presents selected papers from International Symposium on Mathematics, Quantum Theory, and Cryptography (MQC), which was held on September 25-27, 2019 in Fukuoka, Japan. The international symposium MQC addresses the mathematics and quantum theory underlying secure modeling of the post quantum cryptography including e.g. mathematical study of the light-matter interaction mod…
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- -
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DNA computing and molecular programming
This book constitutes the refereed proceedings of the 21st International Conference on DNA Computing and Molecular Programming, DNA 21, held in Boston and Cambridge, MA, USA, in August 2015. The 13 full papers presented were carefully selected from 63 submissions. The papers address all current issues related to biomolecular computing, such as: algorithms and models for computation on biomolecu…
- Edition
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- ISBN/ISSN
- 9783319219998
- Collation
- xii, 213 pages
- Series Title
- -
- Call Number
- 518.1
Timing Channels in Cryptography A Micro-Architectural Perspective
This book deals with timing attacks on cryptographic ciphers. It describes and analyzes various unintended covert timing channels that are formed when ciphers are executed in microprocessors. The book considers modern superscalar microprocessors which are enabled with features such as multi-threaded, pipelined, parallel, speculative, and out-of order execution. Various timing attack algorithms …
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- -
- ISBN/ISSN
- 978-3-319-12370-7
- Collation
- -
- Series Title
- -
- Call Number
- -
Applied Number Theory
This textbook effectively builds a bridge from basic number theory to recent advances in applied number theory. It presents the first unified account of the four major areas of application where number theory plays a fundamental role, namely cryptography, coding theory, quasi-Monte Carlo methods, and pseudorandom number generation, allowing the authors to delineate the manifold links and interr…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-22321-6
- Collation
- X, 442
- Series Title
- -
- Call Number
- 512.7 NIE a
Data Wrangling with R
This guide for practicing statisticians, data scientists, and R users and programmers will teach the essentials of preprocessing: data leveraging the R programming language to easily and quickly turn noisy data into usable pieces of information. Data wrangling, which is also commonly referred to as data munging, transformation, manipulation, janitor work, etc., can be a painstakingly laborious …
- Edition
- -
- ISBN/ISSN
- 9783319455990
- Collation
- xii, 238 pages
- Series Title
- -
- Call Number
- 518.1
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