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Moral Codes

Designing Alternatives to AI

by Alan F. Blackwell

ISBN: 9780262548717

Publisher: The MIT Press

Pub Date: August 6, 2024

Forthcoming from the MIT Press

Perturbations, Optimization, and Statistics

Edited by Tamir Hazan, George Papandreou and Daniel Tarlow

ISBN: 9780262549943

Publisher: The MIT Press

Pub Date: December 5, 2023

A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.

Programming Your GPU with OpenMP

Performance Portability for GPUs

by Tom Deakin and Timothy G. Mattson

ISBN: 9780262547536

Publisher: The MIT Press

Pub Date: November 7, 2023

The essential guide for writing portable, parallel programs for GPUs using the OpenMP programming model.

Automata Theory

An Algorithmic Approach

by Javier Esparza and Michael Blondin

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.

Privacy Is Hard and Seven Other Myths

Achieving Privacy through Careful Design

by Jaap-Henk Hoepman

ISBN: 9780262547208

Publisher: The MIT Press

Pub Date: October 3, 2023

An expert on computer privacy and security shows how we can build privacy into the design of systems from the start.

Computability and Complexity

by Hubie Chen

ISBN: 9780262048620

Publisher: The MIT Press

Pub Date: August 29, 2023

A clear, comprehensive, and rigorous introduction to the theory of computation.

Probabilistic Machine Learning

Advanced Topics

by Kevin P. Murphy

ISBN: 9780262048439

Publisher: The MIT Press

Pub Date: August 15, 2023

An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.

Essentials of Compilation

An Incremental Approach in Python

by Jeremy G. Siek

ISBN: 9780262048248

Publisher: The MIT Press

Pub Date: August 1, 2023

A hands-on approach to understanding and building compilers using the programming language Python.

Cloud Computing, revised and updated edition

Cloud Computing

by Nayan B. Ruparelia

ISBN: 9780262546478

Publisher: The MIT Press

Pub Date: August 1, 2023

An updated, revised, and comprehensive overview of the concepts related to cloud computing, including recent applications, innovations, and its future evolution.