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