Optimal sampling in unbiased active learning
Paper in proceeding, 2020
Weighted loss
Optimal design
Sampling weights
Unequal probability sampling
Generalised linear models
Active learning
Author
Henrik Imberg
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Johan Jonasson
Chalmers, Mathematical Sciences, Analysis and Probability Theory
Marina Axelson-Fisk
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Proceedings of Machine Learning Research
2640-3498 (ISSN)
Vol. 108 559-569Online, ,
Statistical sampling in machine learning
Stiftelsen Wilhelm och Martina Lundgrens Vetenskapsfond (2019-3132), 2019-05-01 -- 2019-12-31.
Stiftelsen Wilhelm och Martina Lundgrens Vetenskapsfond (2020-3446), 2020-05-01 -- 2020-12-31.
Subject Categories
Probability Theory and Statistics