Fair Meta-Learning For Few-Shot Classification

Fair Meta-Learning For Few-Shot Classification

23 September 2020

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Papers citing "Fair Meta-Learning For Few-Shot Classification"

15 / 15 papers shown

Title
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning Ruifan Huang Haixia Liu FedML FaML 168 1 0 01 Dec 2024
Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously Chengli Zhao Kai Jiang Xintao Wu Haoliang Wang Latifur Khan Christan Earl Grant Feng Chen OOD 71 4 0 23 Nov 2023
Understanding Fairness Surrogate Functions in Algorithmic Fairness Wei Yao Zhanke Zhou Zhicong Li Bo Han Yong Liu 82 5 0 17 Oct 2023
Fair Few-shot Learning with Auxiliary Sets Song Wang Jing Ma Lu Cheng Jundong Li 76 2 0 28 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 98 2 0 23 Aug 2023
Open Set Action Recognition via Multi-Label Evidential Learning Chen Zhao Dawei Du A. Hoogs Christopher Funk EDL 68 26 0 27 Feb 2023
A Survey on Preserving Fairness Guarantees in Changing Environments Ainhize Barrainkua Paula Gordaliza Jose A. Lozano Novi Quadrianto FaML 77 3 0 14 Nov 2022
Enhancing Fairness of Visual Attribute Predictors Tobias Hanel Nishant Kumar D. Schlesinger Meng Li Erdem Unal Abouzar Eslami Stefan Gumhold 74 3 0 07 Jul 2022
Comprehensive Fair Meta-learned Recommender System Tianxin Wei Jingrui He FedML FaML OffRL 69 42 0 09 Jun 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings Jessica Schrouff Natalie Harris Oluwasanmi Koyejo Ibrahim Alabdulmohsin Eva Schnider ... Vivek Natarajan Alan Karthikesalingam Katherine A. Heller Silvia Chiappa Alexander DÁmour OOD 168 56 0 02 Feb 2022
Fairness-Aware Online Meta-learning Chengli Zhao Feng Chen B. Thuraisingham FaML 74 35 0 21 Aug 2021
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition Xia Gong Yuxiang Zhu Haidi Zhu Haoran Wei 78 27 0 19 Aug 2021
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data Arpit Bansal Micah Goldblum Valeriia Cherepanova Avi Schwarzschild C. Bayan Bruss Tom Goldstein 51 9 0 17 Jun 2021
A Nested Bi-level Optimization Framework for Robust Few Shot Learning Krishnateja Killamsetty Changbin Li Chengli Zhao Rishabh K. Iyer Feng Chen 62 10 0 13 Nov 2020
A Primal-Dual Subgradient Approachfor Fair Meta Learning Chenxu Zhao Feng Chen Zhuoyi Wang Latifur Khan FaML 47 0 0 26 Sep 2020