Mathematics

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Causal Analysis

Impact Evaluation and Causal Machine Learning with Applications in R

by Martin Huber

ISBN: 9780262545914

Publisher: The MIT Press

Pub Date: August 1, 2023

Forthcoming from the MIT Press

Bayesian Models of Perception and Action

An Introduction

by Wei Ji Ma, Konrad Paul Kording and Daniel Goldreich

ISBN: 9780262047593

Publisher: The MIT Press

Pub Date: June 27, 2023

An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action.

Distributional Reinforcement Learning

by Marc G. Bellemare, Will Dabney and Mark Rowland

ISBN: 9780262048019

Publisher: The MIT Press

Pub Date: May 30, 2023

The first comprehensive guide to distributional reinforcement learning, providing a new mathematical formalism for thinking about decisions from a probabilistic perspective.

Causal Inference

by Paul R. Rosenbaum

ISBN: 9780262545198

Publisher: The MIT Press

Pub Date: April 4, 2023

A nontechnical guide to the basic ideas of modern causal inference, with illustrations from health, the economy, and public policy.

The Price of Cake

And 99 Other Classic Mathematical Riddles

by Clément Deslandes and Guillaume Deslandes

Translated by Lorenzo Croissant

Foreword by Cédric Villani

ISBN: 9780262545242

Publisher: The MIT Press

Pub Date: February 28, 2023

Ingeniously designed mathematical riddles to delight armchair, and seasoned, mathematicians, in high school and beyond.

Logical Methods

by Greg Restall and Shawn Standefer

ISBN: 9780262544849

Publisher: The MIT Press

Pub Date: January 3, 2023

An accessible introduction to philosophical logic, suitable for undergraduate courses and above.

Game Theory and Behavior

by Jeffrey Carpenter and Andrea Robbett

ISBN: 9780262047296

Publisher: The MIT Press

Pub Date: December 6, 2022

An introduction to game theory that offers not only theoretical tools but also the intuition and behavioral insights to apply these tools to real-world situations.

Leibniz on Binary

The Invention of Computer Arithmetic

by Lloyd Strickland and Harry R. Lewis

ISBN: 9780262544344

Publisher: The MIT Press

Pub Date: November 15, 2022

The first collection of Leibniz's key writings on the binary system, newly translated, with many previously unpublished in any language.

Shapes of Imagination

Calculating in Coleridge's Magical Realm

by George Stiny

ISBN: 9780262544139

Publisher: The MIT Press

Pub Date: November 15, 2022

Visual calculating in shape grammars aligns with art and design, bridging the gap between seeing (Coleridge's “imagination”) and combinatoric play (Coleridge's “fancy”).

Statistical Methods for Speech Recognition

by Frederick Jelinek

ISBN: 9780262546607

Publisher: The MIT Press

Pub Date: November 1, 2022

This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as hidden Markov models, decision trees,...

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