Open-world machine learning: applications, challenges, and opportunities

J Parmar, S Chouhan, V Raychoudhury… - ACM Computing …, 2023 - dl.acm.org
Traditional machine learning, mainly supervised learning, follows the assumptions of closed-
world learning, ie, for each testing class, a training class is available. However, such …

[PDF][PDF] Open-world Machine Learning: Applications, Challenges, and Opportunities

J PARMAR, SS CHOUHAN, V RAYCHOUDHURY… - 2022 - scholar.archive.org
Traditional machine learning approaches have produced for decades promising outcomes
for every domain of data analysis. However, traditional machine learning, mainly supervised …

Open-world Machine Learning: Applications, Challenges, and Opportunities

J Parmar, S Singh Chouhan, V Raychoudhury… - arXiv e …, 2021 - ui.adsabs.harvard.edu
Traditional machine learning mainly supervised learning, follows the assumptions of closed-
world learning, ie, for each testing class, a training class is available. However, such …

Open-world Machine Learning: Applications, Challenges, and Opportunities

J Parmar, SS Chouhan, V Raychoudhury… - arXiv preprint arXiv …, 2021 - arxiv.org
Traditional machine learning mainly supervised learning, follows the assumptions of closed-
world learning, ie, for each testing class, a training class is available. However, such …