Active Learning

Häftad, Engelska, 2012

Del i serien Synthesis Lectures on Artificial Intelligence and Machine Learning

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Beskrivning

Table of Contents: Automating Inquiry / Uncertainty Sampling / Searching Through the Hypothesis Space / Minimizing Expected Error and Variance / Exploiting Structure in Data / Theory / Practical Considerations

Produktinformation

Utgivningsdatum:2012-08-07
Mått:191 x 235 x 11 mm
Vikt:230 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Artificial Intelligence and Machine Learning
Antal sidor:100
Förlag:Springer International Publishing AG
ISBN:9783031004322
Originaltitel:Active Learning

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Tillämpad matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

Mer om författaren

Burr Settles leads the research group at Duolingo, an award-winning website and mobile app offering free language education for the world. He also runs FAWM.ORG, a global annual songwriting experiment. His research has been published in NIPS, ICML, AAAI, ACL, EMNLP, NAACL-HLT, and CHI, and has been covered by The New York Times, Slate, Forbes, WIRED, and the BBC among others. In past lives, he was a postdoc at Carnegie Mellon and earned a PhD from UW-Madison.

Innehållsförteckning

Automating Inquiry.- Uncertainty Sampling.- Searching Through the Hypothesis Space.- Minimizing Expected Error and Variance.- Exploiting Structure in Data.- Theory.- Practical Considerations.