Active Learning for Regression Based on Query by Committee | SpringerLink
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We investigate a committee-based approach for active learning of real-valued functions. This is a variance-only strategy for selection of informative ...
Abstract. We investigate a committee-based approach for active learn- ing of real-valued functions. This is a variance-only strategy for selection.
We investigate a committee-based approach for active learning of real-valued functions. This is a variance-only strategy for selection of informative ...
We investigate a committee-based approach for active learning of real-valued functions. This is a variance-only strategy for selection of informative ...
Abstract. We investigate a committee-based approach for active learn- ing of real-valued functions. This is a variance-only strategy for selection.
We investigate a committee-based approach for active learning of real-valued functions. This is a variance-only strategy for selection of informative ...
Jan 9, 2022 · A teacher asked me to implement the active learning algorithm Query-by-Committee which helps a committee to ask the better points to the oracle.
Query by committee is another popular active learning strategy, which alleviates many disadvantages of uncertainty sampling.
Active Learning for Regression: A Case Study - GPTutorPro
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Apr 13, 2024 · This blog shows how to apply active learning to regression using numerical data. It presents a case study of predicting house prices using linear and ridge ...
Nov 18, 2022 · Active learning is a widely used methodology for various problems with high measurement costs. In active learning, the next object to be ...