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Machine Learning from Weak Supervision
Machine Learning from Weak Supervision
An Empirical Risk Minimization Approach
ISBN: 9780262047074
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
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
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
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, fourth edition
Introduction to Algorithms
ISBN: 9780262046305
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
Information-Driven Planning and Control
ISBN: 9780262045421
A unified framework for developing planning and control algorithms for active sensing, with examples of applications for modern sensor technologies.
The Constitution of Algorithms
The Constitution of Algorithms
Ground-Truthing, Programming, Formulating
ISBN: 9780262542142
A laboratory study that investigates how algorithms come into existence.
Introduction to Quantum Algorithms via Linear Algebra, second edition
Introduction to Quantum Algorithms via Linear Algebra
ISBN: 9780262045254
The second edition of a textbook that explains quantum computing in terms of elementary linear algebra, requiring no background in physics.
Beyond the Creative Species
Making Machines That Make Art and Music
ISBN: 9780262045018
A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music.
Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Fundamentals of Machine Learning for Predictive Data Analytics
Algorithms, Worked Examples, and Case Studies
ISBN: 9780262044691
The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.
Machine Learning from Weak Supervision
Machine Learning from Weak Supervision
An Empirical Risk Minimization Approach
ISBN: 9780262047074
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
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
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
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, fourth edition
Introduction to Algorithms
ISBN: 9780262046305
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
Information-Driven Planning and Control
ISBN: 9780262045421
A unified framework for developing planning and control algorithms for active sensing, with examples of applications for modern sensor technologies.
The Constitution of Algorithms
The Constitution of Algorithms
Ground-Truthing, Programming, Formulating
ISBN: 9780262542142
A laboratory study that investigates how algorithms come into existence.
Introduction to Quantum Algorithms via Linear Algebra, second edition
Introduction to Quantum Algorithms via Linear Algebra
ISBN: 9780262045254
The second edition of a textbook that explains quantum computing in terms of elementary linear algebra, requiring no background in physics.
Beyond the Creative Species
Making Machines That Make Art and Music
ISBN: 9780262045018
A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music.
Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Fundamentals of Machine Learning for Predictive Data Analytics
Algorithms, Worked Examples, and Case Studies
ISBN: 9780262044691
The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.