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The Age of EmWork, Love, and Life when Robots Rule the Earth

The Age of Em: Work, Love, and Life when Robots Rule the Earth

Robin Hanson

Published in print:
2016
Published Online:
November 2020
ISBN:
9780198754626
eISBN:
9780191917028
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198754626.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

Robots may one day rule the world, but what is a robot-ruled Earth like? Many think the first truly smart robots will be brain emulations or ems. Scan a human brain, then run a model with the same ... More

The AI Delusion

The AI Delusion

Gary Smith

Published in print:
2018
Published Online:
November 2020
ISBN:
9780198824305
eISBN:
9780191917295
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198824305.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

We live in an incredible period in history. The Computer Revolution may be even more life-changing than the Industrial Revolution. We can do things with computers that could never be done before, ... More

Dataset Shift in Machine Learning

Dataset Shift in Machine Learning

Joaquin Quiñonero-Candela, Masashi Sugiyama, Anton Schwaighofer, and Neil D. Lawrence (eds)

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262170055
eISBN:
9780262255103
Item type:
book
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262170055.001.0001
Subject:
Computer Science, Machine Learning

Dataset shift is a common problem in predictive modeling that occurs when the joint distribution of inputs and outputs differs between training and test stages. Covariate shift, a particular case of ... More

The Emperor’s New MindConcerning Computers, Minds, and The Laws of Physics

The Emperor’s New Mind: Concerning Computers, Minds, and The Laws of Physics

Roger Penrose and Martin Gardner

Published in print:
1989
Published Online:
November 2020
ISBN:
9780198519737
eISBN:
9780191917080
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198519737.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

For many decades, the proponents of `artificial intelligence' have maintained that computers will soon be able to do everything that a human can do. In his bestselling work of popular science, Sir ... More

Handbook of Logic in Artificial Intelligence and Logic Programming: Volume 5: Logic Programming

Handbook of Logic in Artificial Intelligence and Logic Programming: Volume 5: Logic Programming

Dov M. Gabbay, C.J. Hogger, and J. A. Robinson (eds)

Published in print:
1998
Published Online:
November 2020
ISBN:
9780198537922
eISBN:
9780191916670
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198537922.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

Logic is now widely recognized as one of the foundational disciplines of computing and has applications in virtually all aspects of the subject, from software engineering and hardware to ... More

The Intelligent WebSearch, smart algorithms, and big data

The Intelligent Web: Search, smart algorithms, and big data

Gautam Shroff

Published in print:
2013
Published Online:
November 2020
ISBN:
9780199646715
eISBN:
9780191918223
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199646715.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you ... More

Learning Machine Translation

Learning Machine Translation

Cyril Goutte, Nicola Cancedda, Marc Dymetman, and George Foster (eds)

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262072977
eISBN:
9780262255097
Item type:
book
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262072977.001.0001
Subject:
Computer Science, Machine Learning

The Internet gives us access to a wealth of information in languages we don’t understand. The investigation of automated or semi-automated approaches to translation has become a thriving research ... More

Machine Learning in Non-Stationary EnvironmentsIntroduction to Covariate Shift Adaptation

Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation

Masashi Sugiyama and Motoaki Kawanabe

Published in print:
2012
Published Online:
September 2013
ISBN:
9780262017091
eISBN:
9780262301220
Item type:
book
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262017091.001.0001
Subject:
Computer Science, Machine Learning

As the power of computing has grown over the past few decades, the field of machine learning has advanced rapidly in both theory and practice. Machine learning methods are usually based on the ... More

Nomic Probability and the Foundations of Induction

Nomic Probability and the Foundations of Induction

John L. Pollock

Published in print:
1990
Published Online:
November 2020
ISBN:
9780195060133
eISBN:
9780197560129
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780195060133.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

In this book Pollock deals with the subject of probabilistic reasoning, making general philosophical sense of objective probabilities and exploring their relationship to the problem of induction. ... More

Semi-Supervised Learning

Semi-Supervised Learning

Olivier Chapelle, Bernhard Scholkopf, and Alexander Zien (eds)

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262033589
eISBN:
9780262255899
Item type:
book
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262033589.001.0001
Subject:
Computer Science, Machine Learning

In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in ... More

Swarm IntelligenceFrom Natural to Artificial Systems

Swarm Intelligence: From Natural to Artificial Systems

Eric Bonabeau, Marco Dorigo, and Guy Theraulaz

Published in print:
1999
Published Online:
November 2020
ISBN:
9780195131581
eISBN:
9780197561485
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780195131581.001.0001
Subject:
Computer Science, Artificial Intelligence, Machine Learning

Social insects--ants, bees, termites, and wasps--can be viewed as powerful problem-solving systems with sophisticated collective intelligence. Composed of simple interacting agents, this ... More

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