Published papers at TMLR

Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios

Xueying Zhan, Zeyu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan

Action editor: Chicheng Zhang.

https://openreview.net/forum?id=dXnccpSSYF

#sampling #labeling #unlabeled

Pareto Optimization for Active Learning under Out-of-Distribution...

Pool-based Active Learning (AL) has proven successful in minimizing labeling costs by sequentially selecting the most informative unlabeled data from large pool and querying their labels from an...

OpenReview
Jun 19, 2023 at 9:01pmWeb