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<!DOCTYPE html>
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<!-- Academia (pandoc HTML5 template)
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designer: soimort
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last updated: 2016-05-07 -->
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<html>
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<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
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<meta name="author" content="Mort Yao">
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<meta name="dcterms.date" content="2016-12-17">
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<title>Reading List</title>
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</head>
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<body>
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<main><article>
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<header>
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<h1 class="title">Reading List</h1>
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<address class="author">Mort Yao</address>
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<!-- h3 class="date">2016-12-17</h3 -->
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</header>
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<div id="content">
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<p><strong>N.B. This list is personal and volatile.</strong></p>
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<p>Algorithms:</p>
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<ul>
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<li>Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein. <strong><em>Introduction to Algorithms, 3rd edition.</em></strong></li>
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<li>S. Dasgupta, C. H. Papadimitriou and U. V. Vazirani. <em>Algorithms.</em></li>
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</ul>
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<p>Theory of computation:</p>
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<ul>
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<li>Michael Sipser. <strong><em>Introduction to the Theory of Computation, 3rd edition.</em></strong></li>
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<li>Neil D. Jones. <em>Computability and Complexity: From a Programming Perspective.</em></li>
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</ul>
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<p>Cryptography:</p>
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<ul>
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<li>Jonathan Katz and Yehuda Lindell. <strong><em>Introduction to Modern Cryptography, 2nd edition.</em></strong></li>
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<li>Alfred Menezes and Scott Vanstone. <em>Guide to Elliptic Curve Cryptography.</em></li>
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<li>John Talbot and Dominic Welsh. <em>Complexity and Cryptography: An Introduction.</em></li>
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</ul>
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<p>A.I.:</p>
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<ul>
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<li>Peter Norvig and Stuart J. Russell. <strong><em>Artificial Intelligence: A Modern Approach, 3rd edition.</em></strong></li>
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</ul>
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<p>Computer vision:</p>
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<ul>
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<li>David Forsyth and Jean Ponce. <strong><em>Computer Vision: A Modern Approach, 2nd edition.</em></strong></li>
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</ul>
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<p>Machine learning:</p>
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<ul>
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<li>Yaser S. Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin. <strong><em>Learning from Data: A Short Course.</em></strong></li>
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</ul>
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<hr />
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<p>Basic discrete mathematics:</p>
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<ul>
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<li>Eric Lehman, F. Thomson Leighton and Albert R. Meyer. <em>Mathematics for Computer Science.</em></li>
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<li>Kenneth H. Rosen. <em>Discrete Mathematics and Its Applications, 7th edition.</em></li>
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<li>Paul Halmos. <em>Naive Set Theory.</em></li>
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</ul>
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<p>Basic probability and statistics:</p>
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<ul>
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<li>Michael Mitzenmacher and Eli Upfal. <em>Probability and Computing: Randomized Algorithms and Probabilistic Analysis.</em></li>
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<li>Michael Baron. <em>Probability and Statistics for Computer Scientists, 2nd edition.</em></li>
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</ul>
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<p>Introduction to mathematical logic:</p>
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<ul>
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<li>Herbert B. Enderton. <em>A Mathematical Introduction to Logic, 2nd edition.</em></li>
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<li>Raymond M. Smullyan. <em>First-Order Logic.</em></li>
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<li>Raymond M. Smullyan and Melvin Fitting. <em>Set Theory and the Continuum Problem.</em></li>
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</ul>
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<p>Logic and programming:</p>
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<ul>
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<li>Paul Taylor. <em>Practical Foundations of Mathematics.</em></li>
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<li>Michael Huth. <em>Logic in Computer Science: Modelling and Reasoning about Systems.</em></li>
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</ul>
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<p>Leisure reading:</p>
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<ul>
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<li>Bertrand Russell. <em>Introduction to Mathematical Philosophy.</em></li>
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<li>Douglas Hofstadter. <em>Gödel, Escher, Bach: an Eternal Golden Braid.</em></li>
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<li>G. H. Hardy. <em>A Mathematician’s Apology.</em></li>
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</ul>
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Last updated: <span id="update-time">2016-12-17</span>
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todo/src.md

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% Reading List
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% Mort Yao
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% 2016-12-17
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**N.B. This list is personal and volatile.**
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Algorithms:
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* Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein. ***Introduction to Algorithms, 3rd edition.***
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* S. Dasgupta, C. H. Papadimitriou and U. V. Vazirani. *Algorithms.*
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Theory of computation:
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* Michael Sipser. ***Introduction to the Theory of Computation, 3rd edition.***
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* Neil D. Jones. *Computability and Complexity: From a Programming Perspective.*
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Cryptography:
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* Jonathan Katz and Yehuda Lindell. ***Introduction to Modern Cryptography, 2nd edition.***
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* Alfred Menezes and Scott Vanstone. *Guide to Elliptic Curve Cryptography.*
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* John Talbot and Dominic Welsh. *Complexity and Cryptography: An Introduction.*
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A.I.:
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* Peter Norvig and Stuart J. Russell. ***Artificial Intelligence: A Modern Approach, 3rd edition.***
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Computer vision:
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* David Forsyth and Jean Ponce. ***Computer Vision: A Modern Approach, 2nd edition.***
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Machine learning:
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* Yaser S. Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin. ***Learning from Data: A Short Course.***
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---
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Basic discrete mathematics:
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* Eric Lehman, F. Thomson Leighton and Albert R. Meyer. *Mathematics for Computer Science.*
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* Kenneth H. Rosen. *Discrete Mathematics and Its Applications, 7th edition.*
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* Paul Halmos. *Naive Set Theory.*
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Basic probability and statistics:
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* Michael Mitzenmacher and Eli Upfal. *Probability and Computing: Randomized Algorithms and Probabilistic Analysis.*
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* Michael Baron. *Probability and Statistics for Computer Scientists, 2nd edition.*
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Introduction to mathematical logic:
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* Herbert B. Enderton. *A Mathematical Introduction to Logic, 2nd edition.*
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* Raymond M. Smullyan. *First-Order Logic.*
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* Raymond M. Smullyan and Melvin Fitting. *Set Theory and the Continuum Problem.*
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Logic and programming:
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* Paul Taylor. *Practical Foundations of Mathematics.*
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* Michael Huth. *Logic in Computer Science: Modelling and Reasoning about Systems.*
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Leisure reading:
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* Bertrand Russell. *Introduction to Mathematical Philosophy.*
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* Douglas Hofstadter. *Gödel, Escher, Bach: an Eternal Golden Braid.*
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* G. H. Hardy. *A Mathematician's Apology.*

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