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2203.15046
Cited By
AUC Maximization in the Era of Big Data and AI: A Survey
28 March 2022
Tianbao Yang
Yiming Ying
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Papers citing
"AUC Maximization in the Era of Big Data and AI: A Survey"
13 / 63 papers shown
Title
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm
Huiyang Shao
Qianqian Xu
Zhiyong Yang
Shilong Bao
Qingming Huang
16
4
0
08 Oct 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm
Shilong Bao
Qianqian Xu
Zhiyong Yang
Yuan He
Xiaochun Cao
Qingming Huang
22
8
0
30 Sep 2022
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence
Zhenhuan Yang
Yan Lok Ko
Kush R. Varshney
Yiming Ying
FaML
17
16
0
22 Aug 2022
Near-Optimal Algorithms for Making the Gradient Small in Stochastic Minimax Optimization
Le‐Yu Chen
Luo Luo
18
7
0
11 Aug 2022
Rank-based Decomposable Losses in Machine Learning: A Survey
Shu Hu
Xin Wang
Siwei Lyu
21
32
0
18 Jul 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
Quanqi Hu
Yongjian Zhong
Tianbao Yang
25
16
0
01 Jun 2022
Large-scale Optimization of Partial AUC in a Range of False Positive Rates
Yao Yao
Qihang Lin
Tianbao Yang
8
15
0
03 Mar 2022
Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications
Siyuan He
Pengcheng Xi
Ashkan Ebadi
Stéphane Tremblay
Alexander Wong
OOD
18
6
0
14 Dec 2021
Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images
K. Schutte
O. Moindrot
P. Hérent
Jean-Baptiste Schiratti
S. Jégou
FAtt
MedIm
29
60
0
19 Jan 2021
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data
Diego García-Gil
S. García
N. Xiong
Francisco Herrera
6
1
0
16 Jan 2020
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
294
4,187
0
23 Aug 2019
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu
Bharath Ramsundar
Evan N. Feinberg
Joseph Gomes
C. Geniesse
Aneesh S. Pappu
K. Leswing
Vijay S. Pande
OOD
162
1,766
0
02 Mar 2017
On the Consistency of AUC Pairwise Optimization
Wei Gao
Zhi-Hua Zhou
61
123
0
03 Aug 2012
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