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Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach
Neural Information Processing Systems (NeurIPS), 2023
6 March 2023
Zhimeng Jiang
Xiaotian Han
Hongye Jin
Guanchu Wang
Rui Chen
Na Zou
Helen Zhou
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Papers citing
"Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach"
9 / 9 papers shown
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
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Youngsik Hwang
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01 Jul 2025
Testing for Causal Fairness
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LiZhong Ding
Pengqi Li
Qiuning Wei
Yurong Cheng
Xu Chen
375
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18 Feb 2025
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing
Biqing Qi
Pengfei Li
Fangyuan Li
Junqi Gao
Kaiyan Zhang
Bowen Zhou
285
38
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08 Jun 2024
On the Maximal Local Disparity of Fairness-Aware Classifiers
Jinqiu Jin
Haoxuan Li
Fuli Feng
249
5
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05 Jun 2024
SparseDM: Toward Sparse Efficient Diffusion Models
Kafeng Wang
Jianfei Chen
He Li
Zhenpeng Mi
Jun-Jie Zhu
DiffM
472
16
0
16 Apr 2024
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains
Steven Wilkins-Reeves
Xu Chen
Qianying Ma
Christine Agarwal
A. Hofleitner
OOD
359
2
0
21 Feb 2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
International Conference on Learning Representations (ICLR), 2023
Somnath Basu Roy Chowdhury
Nicholas Monath
Ahmad Beirami
Rahul Kidambi
Kumar Avinava Dubey
Amr Ahmed
Snigdha Chaturvedi
459
3
0
17 Oct 2023
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience
Rongguang Wang
G. Erus
Pratik Chaudhari
Christos Davatzikos
OOD
288
7
0
06 Aug 2023
Retiring
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DP: New Distribution-Level Metrics for Demographic Parity
Xiaotian Han
Zhimeng Jiang
Hongye Jin
Zirui Liu
Na Zou
Qifan Wang
Helen Zhou
460
4
0
31 Jan 2023
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