Adaptive and Robust Multi-Task Learning

10 February 2022

Papers citing "Adaptive and Robust Multi-Task Learning"

17 / 17 papers shown

Title
Sharp Gaussian approximations for Decentralized Federated Learning Soham Bonnerjee Sayar Karmakar W. Wu FedML 14 0 0 12 May 2025
GeoERM: Geometry-Aware Multi-Task Representation Learning on Riemannian Manifolds Aoran Chen Yang Feng 22 0 0 05 May 2025
Representation Retrieval Learning for Heterogeneous Data Integration Qi Xu Annie Qu 50 0 0 12 Mar 2025
Multi-Task Dynamic Pricing in Credit Market with Contextual Information Adel Javanmard Jingwei Ji Renyuan Xu 31 1 0 18 Oct 2024
The Effect of Personalization in FedProx: A Fine-grained Analysis on Statistical Accuracy and Communication Efficiency Xin Yu Zelin He Ying Sun Lingzhou Xue Runze Li FedML 26 0 0 11 Oct 2024
Learning with Shared Representations: Statistical Rates and Efficient Algorithms Xiaochun Niu Lili Su Jiaming Xu Pengkun Yang FedML 21 2 0 07 Sep 2024
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 18 6 0 22 Feb 2024
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms Ye Tian Haolei Weng Yang Feng 19 3 0 23 Oct 2023
FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks Qiying Pan Ruofan Wu Tengfei Liu Tianyi Zhang Yifei Zhu Weiqiang Wang FedML 46 9 0 18 Sep 2023
Multi-Task Learning with Summary Statistics Parker Knight Rui Duan 16 10 0 05 Jul 2023
Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models Ziheng Cheng Junzi Zhang Akshay Agrawal Stephen P. Boyd 19 0 0 04 May 2023
Adaptive Data Fusion for Multi-task Non-smooth Optimization H. Lam Kaizheng Wang Yuhang Wu Yichen Zhang 14 2 0 22 Oct 2022
Personalized Federated Learning with Multiple Known Clusters Boxiang Lyu Filip Hanzely Mladen Kolar FedML 23 3 0 28 Apr 2022
A new similarity measure for covariate shift with applications to nonparametric regression Reese Pathak Cong Ma Martin J. Wainwright 59 31 0 06 Feb 2022
New Perspectives on k-Support and Cluster Norms Andrew M. McDonald Massimiliano Pontil Dimitris Stamos 50 58 0 06 Mar 2014
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 177 525 0 27 Jun 2012
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 113 377 0 11 Jul 2010