Aug 21, 2011 · This paper describes a new technique and analysis for using on-line learning algorithms to solve active learning problems.
This paper describes a new technique and analysis for using on-line learning algorithms to solve active learning problems. Our algorithm is called Active ...
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(DOI: 10.1145/2020408.2020553) This paper describes a new technique and analysis for using on-line learning algorithms to solve active learning problems.
Aug 24, 2020 · Active learning (AL) is a weakly supervised learning (WSL) technique where you can have both labelled and unlabelled data.
We study the performance of the proposed master algorithm using an ensemble containing two of the best known active-learning algorithms as well as a new ...
Mar 15, 2023 · This paper is concerned with the question of how to online combine an ensemble of active learners so as to expedite the learning progress ...
We study the performance of the proposed master algorithm using an ensemble containing two of the best known active-learning algorithms as well as a new ...
Nov 17, 2014 · Online Learning might be a more general idea, and reinforcement learning trying to deal with environment when active learning trying to solve traditional ...
The central purpose of this survey is to provide readers an insight into the recent advances and challenges in on-line active learning. Active learning has ...
This paper is concerned with the question of how to online combine an ensemble of ac- tive learners so as to expedite the learning.