Computing Atlas

How Computing Was Built
Sign In
Text size
100%
Theme
Group

Machine Learning

This group gathers pioneers of computing methodologies whose primary contribution was building systems that improve their own performance from data or experience rather than following only fixed rules, including statistical and deep learning, artificial neural networks and backpropagation, reinforcement learning, computational and probably approximately correct learning theory, evolutionary computation such as genetic algorithms and genetic programming, and the data science and bioinformatics disciplines that apply these learning techniques to new domains. It follows the Machine learning strand of the ACM Computing Classification System's Artificial intelligence area under Computing methodologies. Their shared work is a system that learns from examples, as distinct from a hand engineered reasoning system, a vision or language specific application of learning, or an autonomous physical device.

Facts
Comparison
Era of Emergence
1959 1
Browse By
Machine Learning
Filter Results45 entries

Alexey Chervonenkis

Computing Methodologies

Alexey Ivakhnenko

Computing Methodologies

Andrew Barto

Computing Methodologies
1 link

Andrew Ng

Computing Methodologies

Anima Anandkumar

Computing Methodologies

Arthur Samuel

Computing Methodologies

Bernhard Scholkopf

Computing Methodologies

Carla Brodley

Computing Methodologies

Charu C. Aggarwal

Computing Methodologies

Corinna Cortes

Computing Methodologies
1 link

David Blei

Computing Methodologies

DJ Patil

Computing Methodologies

Eric Horvitz

Computing Methodologies

Geoffrey Hinton

Computing Methodologies
3 links

Gloria Townsend

Computing Methodologies

Ian Goodfellow

Computing Methodologies

Ingemar Cox

Computing Methodologies

John Henry Holland

Computing Methodologies
1 link

John Koza

Computing Methodologies
1 link

Judea Pearl

Computing Methodologies
1 link

Kurt Bollacker

Computing Methodologies

Lawrence J. Fogel

Computing Methodologies

Lee Giles

Computing Methodologies

Leslie Valiant

Computing Methodologies
1 link

Luis Ceze

Computing Methodologies

Manfred K. Warmuth

Computing Methodologies

Michael I. Jordan

Computing Methodologies

Nitesh Chawla

Computing Methodologies

Ole-Christoffer Granmo

Computing Methodologies

Peter L. Bartlett

Computing Methodologies

Richard S. Sutton

Computing Methodologies
1 link

Scott Fahlman

Computing Methodologies

Seppo Linnainmaa

Computing Methodologies

Shai Ben-David

Computing Methodologies

Su-In Lee

Computing Methodologies

Teuvo Kohonen

Computing Methodologies

Thomas G. Dietterich

Computing Methodologies

Tin Kam Ho

Computing Methodologies

Ujjwal Maulik

Computing Methodologies

Usama Fayyad

Computing Methodologies

Vladimir Vapnik

Computing Methodologies
2 links

Yoav Freund

Computing Methodologies
1 link

Yoonkyung Lee

Computing Methodologies

Yoshua Bengio

Computing Methodologies

Zoubin Ghahramani

Computing Methodologies
Sources
1. Wikipedia: Machine learning
WikipediaMachine learning, History section, Arthur Samuel sentence
Quote, Machine learning, History section, Arthur Samuel sentence
The term machine learning was coined in 1959 by Arthur Samuel, an IBM employee and pioneer in the field of computer gaming and artificial intelligence.
View the Source
Comments (0)
No comments yet. Be the first to share a thought.
Reader Challenges (0)
No disputes yet. Spotted an error or a better source? Open the first one.