ServiceNow Research

Bayesian active learning for production, a systematic study and a reusable library

Parmida Atighhehchian, Frederic Branchaud, Alexandre Lacoste
July 2020
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Abstract

Active learning is able to reduce the amount of labelling effort by using a machine learning model to query the user for specific inputs.

Type
Workshop
Publication
Workshop at the International Conference on Machine Learning (ICML)
Active Learning
Alexandre Lacoste
Alexandre Lacoste
Research Scientist

Research Scientist at Human Decision Support located at Montreal, QC, Canada.