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Qiaolin Qin

Polytechnique Montreal

Canada

SCHOLARLY PAPERS

3

DOWNLOADS

136

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Representation-Based Fairness Evaluation and Bias Correction Robustness Assessment in Neural Networks

Number of pages: 21 Posted: 08 May 2025
Polytechnique Montreal, Polytechnique Montréal, Polytechnique Montréal, Polytechnique Montreal and Universite du Quebec a Montreal
Downloads 50 (1,086,013)

Abstract:

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Bias assessment and mitigation, AI Fairness, Computational profiles, Out-of-distribution analysis

2.
Downloads 48 (1,121,190)

Abstract:

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AI fairness, Single-attribute Bias removal, Multi-attribute Bias removal, Fairness Estimation

3.

Unsupervised, Robust, and Lightweight Detection of Data Pattern Anomalies and Outliers

Number of pages: 19 Posted: 20 May 2025
Qiaolin Qin, Heng Li and Ettore Merlo
Polytechnique Montreal, Polytechnique Montreal and Polytechnique Montréal
Downloads 38 (1,222,651)

Abstract:

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data quality, Pattern anomaly detection, Outlier detection, Data engineering