all AI news
Some Simulation and Empirical Results for Semi-Supervised Learning of the Bayes Rule of Allocation. (arXiv:2210.13785v1 [stat.ML])
Oct. 26, 2022, 1:11 a.m. | Ziyang Lyu, Daniel Ahfock, Geoffrey J. McLachlan
cs.LG updates on arXiv.org arxiv.org
There has been increasing attention to semi-supervised learning (SSL)
approaches in machine learning to forming a classifier in situations where the
training data consists of some feature vectors that have their class labels
missing. In this study, we consider the generative model approach proposed by
Ahfock&McLachlan(2020) who introduced a framework with a missingness mechanism
for the missing labels of the unclassified features. In the case of two
multivariate normal classes with a common covariance matrix, they showed that
the error …
arxiv bayes semi-supervised semi-supervised learning simulation supervised learning
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Data Strategy & Management - Private Equity Sector - Manager - Consulting - Location OPEN
@ EY | New York City, US, 10001-8604
Data Engineer- People Analytics
@ Volvo Group | Gothenburg, SE, 40531