Feature-Wise Bias Amplification

21 December 2018

Papers citing "Feature-Wise Bias Amplification"

30 / 30 papers shown

Title
Neural Conditional Transport Maps Carlos Rodriguez-Pardo Leonardo Chiani Emanuele Borgonovo Massimo Tavoni OT 32 0 0 21 May 2025
Addressing Discretization-Induced Bias in Demographic Prediction Evan Dong Aaron Schein Yixin Wang Nikhil Garg 45 3 0 27 May 2024
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions Tian Xie Xueru Zhang 40 3 0 12 May 2024
Protected group bias and stereotypes in Large Language Models Hadas Kotek David Q. Sun Zidi Xiu Margit Bowler Christopher Klein AILaw ALM 33 3 0 21 Mar 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 48 7 0 01 Feb 2024
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu-Xiang Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 89 14 0 21 Oct 2023
Co $^2$ PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning Xiangjue Dong Ziwei Zhu Zhuoer Wang Maria Teleki James Caverlee 47 11 0 19 Oct 2023
Towards Fair and Calibrated Models Anand Brahmbhatt Vipul Rathore Mausam Parag Singla FaML 21 2 0 16 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 37 14 0 29 Sep 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 44 207 0 28 Aug 2023
Evaluating Biased Attitude Associations of Language Models in an Intersectional Context Shiva Omrani Sabbaghi Robert Wolfe Aylin Caliskan 26 22 0 07 Jul 2023
Model-Agnostic Gender Debiased Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia FaML 37 18 0 07 Apr 2023
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 29 3 0 19 Dec 2022
Simplicity Bias Leads to Amplified Performance Disparities Samuel J. Bell Levent Sagun 24 13 0 13 Dec 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 50 21 0 21 Oct 2022
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification Jiazhi Li Wael AbdAlmageed CVBM 34 8 0 14 Sep 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 80 44 0 08 Sep 2022
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Qi Zhang Xuanjing Huang 41 16 0 19 Aug 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 48 10 0 21 Apr 2022
Leashing the Inner Demons: Self-Detoxification for Language Models Canwen Xu Zexue He Zhankui He Julian McAuley 25 26 0 06 Mar 2022
Gradient Based Activations for Accurate Bias-Free Learning V. Kurmi Rishabh Sharma Yash Sharma Vinay P. Namboodiri FaML 29 2 0 17 Feb 2022
A Systematic Study of Bias Amplification Melissa Hall Laurens van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 104 71 0 27 Jan 2022
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han Yulia Tsvetkov TDI 33 30 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 19 2 0 19 Jul 2021
Directional Bias Amplification Angelina Wang Olga Russakovsky 22 66 0 24 Feb 2021
Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders Saeid Asgari Taghanaki Mohammad Havaei Alex Lamb Aditya Sanghi Aram Danielyan Tonya Custis DRL 38 7 0 12 May 2020
Interpretable feature subset selection: A Shapley value based approach Sandhya Tripathi N. Hemachandra Prashant Trivedi TDI FAtt 19 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 38 357 0 26 Nov 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification Sachin Kumar S. Wintner Noah A. Smith Yulia Tsvetkov BDL OOD 17 31 0 01 Sep 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 63 444 0 18 Jun 2019