Feature-Wise Bias Amplification

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Feature-Wise Bias Amplification

21 December 2018

Matt Fredrikson

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Papers citing "Feature-Wise Bias Amplification"

16 / 16 papers shown

Title
Neural Conditional Transport Maps Carlos Rodriguez-Pardo Leonardo Chiani Emanuele Borgonovo Massimo Tavoni OT 72 0 0 21 May 2025
Towards Fair and Calibrated Models Anand Brahmbhatt Vipul Rathore Mausam Parag Singla FaML 50 2 0 16 Oct 2023
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 54 4 0 19 Dec 2022
Simplicity Bias Leads to Amplified Performance Disparities Samuel J. Bell Levent Sagun 46 13 0 13 Dec 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 101 22 0 21 Oct 2022
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification Jiazhi Li Wael AbdAlmageed CVBM 85 9 0 14 Sep 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 119 48 0 08 Sep 2022
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Qi Zhang Xuanjing Huang 69 18 0 19 Aug 2022
A Systematic Study of Bias Amplification Melissa Hall Laurens van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 149 77 0 27 Jan 2022
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han Yulia Tsvetkov TDI 99 31 0 07 Oct 2021
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues M. Abdelhack Jiaming Zhang Sandhya Tripathi Bradley A. Fritz Daniel Felsky M. Avidan Yixin Chen C. King 32 2 0 19 Jul 2021
Directional Bias Amplification Angelina Wang Olga Russakovsky 79 70 0 24 Feb 2021
Interpretable feature subset selection: A Shapley value based approach Sandhya Tripathi N. Hemachandra Prashant Trivedi TDI FAtt 61 2 0 12 Jan 2020
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation Zeyu Wang Klint Qinami Yannis Karakozis Kyle Genova P. Nair Kenji Hata Olga Russakovsky 95 365 0 26 Nov 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification Sachin Kumar S. Wintner Noah A. Smith Yulia Tsvetkov BDL OOD 94 31 0 01 Sep 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 116 454 0 18 Jun 2019