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Outlier-Robust Group Inference via Gradient Space Clustering

Outlier-Robust Group Inference via Gradient Space Clustering

13 October 2022
Yuchen Zeng
Kristjan Greenewald
Kangwook Lee
Justin Solomon
Mikhail Yurochkin
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Papers citing "Outlier-Robust Group Inference via Gradient Space Clustering"

5 / 5 papers shown
Title
Alpha and Prejudice: Improving $α$-sized Worst-case Fairness via
  Intrinsic Reweighting
Alpha and Prejudice: Improving ααα-sized Worst-case Fairness via Intrinsic Reweighting
Jing Li
Yinghua Yao
Yuangang Pan
Xuanqian Wang
Ivor Tsang
Xiuju Fu
FaML
37
0
0
05 Nov 2024
Learning Fair Classifiers with Partially Annotated Group Labels
Learning Fair Classifiers with Partially Annotated Group Labels
Sangwon Jung
Sanghyuk Chun
Taesup Moon
65
46
0
29 Nov 2021
On the Importance of Gradients for Detecting Distributional Shifts in
  the Wild
On the Importance of Gradients for Detecting Distributional Shifts in the Wild
Rui Huang
Andrew Geng
Yixuan Li
195
328
0
01 Oct 2021
On Tilted Losses in Machine Learning: Theory and Applications
On Tilted Losses in Machine Learning: Theory and Applications
Tian Li
Ahmad Beirami
Maziar Sanjabi
Virginia Smith
55
43
0
13 Sep 2021
An Investigation of Why Overparameterization Exacerbates Spurious
  Correlations
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
Shiori Sagawa
Aditi Raghunathan
Pang Wei Koh
Percy Liang
152
371
0
09 May 2020
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