McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability
Bounds

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McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds

5 September 2019

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Papers citing "McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds"

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Title
Online-to-PAC generalization bounds under graph-mixing dependencies Baptiste Abeles Eugenio Clerico Gergely Neu 87 0 0 11 Oct 2024
Understanding Model Ensemble in Transferable Adversarial Attack Wei Yao Zeliang Zhang Huayi Tang Yong Liu 120 3 0 09 Oct 2024
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 74 3 0 30 Sep 2023
Toward Understanding Generative Data Augmentation Chenyu Zheng Guoqiang Wu Chongxuan Li 96 31 0 27 May 2023
Towards Understanding Generalization of Macro-AUC in Multi-label Learning Guoqiang Wu Chongxuan Li Yilong Yin AI4CE 35 4 0 09 May 2023
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis Hiroki Waida Yuichiro Wada Léo Andéol Takumi Nakagawa Yuhui Zhang Takafumi Kanamori SSL 84 6 0 01 Apr 2023
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems Yunwen Lei 48 19 0 14 Jun 2022
Generalization bounds for learning under graph-dependence: A survey Rui-Ray Zhang Massih-Reza Amini OOD 113 12 0 25 Mar 2022
Distribution-aware Margin Calibration for Semantic Segmentation in Images Litao Yu Zhibin Li Min Xu Yongsheng Gao Jiebo Luo Jian Zhang 86 15 0 21 Dec 2021
Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li Litao Yu Jian Zhang 78 1 0 03 Nov 2020
Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks Jesús Arroyo D. Sussman Carey E. Priebe V. Lyzinski 60 9 0 26 Dec 2018