Simple Stochastic and Online Gradient Descent Algorithms for Pairwise
Learning

Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning

23 November 2021

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Papers citing "Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning"

17 / 17 papers shown

Title
Stability and Generalization of Quantum Neural Networks Jiaqi Yang Wei Xie Xiaohua Xu 93 1 0 22 Jan 2025
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis Yuxin Dong Tieliang Gong Hong Chen Shuangyong Song Weizhan Zhang Chen Li OOD 80 1 0 14 Jun 2024
Learning from Streaming Data when Users Choose Jinyan Su Sarah Dean FedML 65 1 0 03 Jun 2024
Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging Hilal AlQuabeh William de Vazelhes Bin Gu 107 0 0 02 Feb 2024
Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory Hilal AlQuabeh B. Mukhoty Bin Gu 22 1 0 10 Oct 2023
Towards Understanding the Generalizability of Delayed Stochastic Gradient Descent Xiaoge Deng Li Shen Shengwei Li Tao Sun Dongsheng Li Dacheng Tao 82 3 0 18 Aug 2023
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms Minghao Yang Xiyuan Wei Tianbao Yang Yiming Ying 101 1 0 07 Jul 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective Yuxin Dong Tieliang Gong Hao Chen Chen Li 60 3 0 02 May 2023
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning Jiahuan Wang Jun Chen Hao Chen Bin Gu Weifu Li Xinwei Tang MLT 63 2 0 20 Feb 2023
On the Stability and Generalization of Triplet Learning Jun Chen Hao Chen Xue Jiang Bin Gu Weifu Li Tieliang Gong Feng Zheng 47 4 0 20 Feb 2023
FeDXL: Provable Federated Learning for Deep X-Risk Optimization Zhishuai Guo Rong Jin Jiebo Luo Tianbao Yang FedML 101 8 0 26 Oct 2022
On Stability and Generalization of Bilevel Optimization Problem Meng Ding Ming Lei Yunwen Lei Di Wang Jinhui Xu 81 1 0 03 Oct 2022
Stability and Generalization for Markov Chain Stochastic Gradient Methods Puyu Wang Yunwen Lei Yiming Ying Ding-Xuan Zhou 74 18 0 16 Sep 2022
Differentially Private Stochastic Gradient Descent with Low-Noise Puyu Wang Yunwen Lei Yiming Ying Ding-Xuan Zhou FedML 85 5 0 09 Sep 2022
Pairwise Learning via Stagewise Training in Proximal Setting Hilal AlQuabeh Aliakbar Abdurahimov 17 2 0 08 Aug 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 172 188 0 28 Mar 2022
Learning Rates for Nonconvex Pairwise Learning Shaojie Li Yong Liu 87 2 0 09 Nov 2021