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A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on …
A comprehensive update of the leading-edge computer graphics textbook that sets the standard for physically-based rendering in the industry and the field, with new material on GPU …
A hands-on approach to understanding and building compilers. Compilers are notoriously some of the most difficult programs to teach and understand. Most books about compilers …
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them. …
A textbook that uses a hands-on approach to teach principles of programming languages, with Java as the implementation language. This introductory textbook teaches the principles …
A clear, comprehensive, and rigorous introduction to the theory of computation. What is computable? What leads to efficiency in computation? Computability and Complexity offers a …
A hands-on approach to understanding and building compilers using the programming language Python. Compilers are notoriously difficult programs to teach and understand. Most books …
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization. Standard machine learning techniques …