FILA: Online Auditing of Machine Learning Model Accuracy under Finite Labelling Budget

Author:

Guan Naiqing1,Koudas Nick1

Affiliation:

1. University of Toronto, Toronto, ON, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

ACM

Reference55 articles.

1. Tinku Acharya and Ajoy K Ray . 2005. Image processing: principles and applications . John Wiley & Sons . Tinku Acharya and Ajoy K Ray. 2005. Image processing: principles and applications. John Wiley & Sons.

2. LASER

3. Online stratified sampling

4. Misha Bilenko . 2003 . Duplicate Detection, Record Linkage, and Identity Uncertainty: Datasets . Retrieved June 24, 2021 from https://www.cs.utexas.edu/users/ml/ riddle/data.html Misha Bilenko. 2003. Duplicate Detection, Record Linkage, and Identity Uncertainty: Datasets. Retrieved June 24, 2021 from https://www.cs.utexas.edu/users/ml/ riddle/data.html

5. Paula Branco , Luis Torgo , and Rita Ribeiro . 2015. A survey of predictive modelling under imbalanced distributions. arXiv preprint arXiv:1505.01658 ( 2015 ). Paula Branco, Luis Torgo, and Rita Ribeiro. 2015. A survey of predictive modelling under imbalanced distributions. arXiv preprint arXiv:1505.01658 (2015).

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