Computers / Programming / Algorithms
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Automata Theory
An Algorithmic Approach
ISBN: 9780262048637
Publisher: The MIT Press
Pub Date: October 17, 2023
A comprehensive introduction to automata theory that uses the novel approach of viewing automata as data structures.
Computability and Complexity
ISBN: 9780262048620
Publisher: The MIT Press
Pub Date: August 29, 2023
A clear, comprehensive, and rigorous introduction to the theory of computation.
The Little Learner
A Straight Line to Deep Learning
ISBN: 9780262546379
Publisher: The MIT Press
Pub Date: February 21, 2023
A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style.
Machine Learning from Weak Supervision
An Empirical Risk Minimization Approach
ISBN: 9780262047074
Publisher: The MIT Press
Pub Date: August 23, 2022
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.
Algorithms for Decision Making
ISBN: 9780262047012
Publisher: The MIT Press
Pub Date: August 16, 2022
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
Once Upon an Algorithm
How Stories Explain Computing
ISBN: 9780262545297
Publisher: The MIT Press
Pub Date: August 9, 2022
How Hansel and Gretel, Sherlock Holmes, the movie Groundhog Day, Harry Potter, and other familiar stories illustrate the concepts of computing.
Artificial Communication
How Algorithms Produce Social Intelligence
ISBN: 9780262046664
Publisher: The MIT Press
Pub Date: May 24, 2022
A proposal that we think about digital technologies such as machine learning not in terms of artificial intelligence but as artificial communication.
Introduction to Algorithms
ISBN: 9780262046305
Publisher: The MIT Press
Pub Date: April 5, 2022
A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics.
Information-Driven Planning and Control
ISBN: 9780262045421
Publisher: The MIT Press
Pub Date: July 6, 2021
A unified framework for developing planning and control algorithms for active sensing, with examples of applications for modern sensor technologies.
Automata Theory
An Algorithmic Approach
ISBN: 9780262048637
Publisher: The MIT Press
Pub Date: October 17, 2023
A comprehensive introduction to automata theory that uses the novel approach of viewing automata as data structures.
Computability and Complexity
ISBN: 9780262048620
Publisher: The MIT Press
Pub Date: August 29, 2023
A clear, comprehensive, and rigorous introduction to the theory of computation.
The Little Learner
A Straight Line to Deep Learning
ISBN: 9780262546379
Publisher: The MIT Press
Pub Date: February 21, 2023
A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style.
Machine Learning from Weak Supervision
An Empirical Risk Minimization Approach
ISBN: 9780262047074
Publisher: The MIT Press
Pub Date: August 23, 2022
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.
Algorithms for Decision Making
ISBN: 9780262047012
Publisher: The MIT Press
Pub Date: August 16, 2022
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
Once Upon an Algorithm
How Stories Explain Computing
ISBN: 9780262545297
Publisher: The MIT Press
Pub Date: August 9, 2022
How Hansel and Gretel, Sherlock Holmes, the movie Groundhog Day, Harry Potter, and other familiar stories illustrate the concepts of computing.
Artificial Communication
How Algorithms Produce Social Intelligence
ISBN: 9780262046664
Publisher: The MIT Press
Pub Date: May 24, 2022
A proposal that we think about digital technologies such as machine learning not in terms of artificial intelligence but as artificial communication.
Introduction to Algorithms
ISBN: 9780262046305
Publisher: The MIT Press
Pub Date: April 5, 2022
A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics.
Information-Driven Planning and Control
ISBN: 9780262045421
Publisher: The MIT Press
Pub Date: July 6, 2021
A unified framework for developing planning and control algorithms for active sensing, with examples of applications for modern sensor technologies.