Task Arithmetic Through The Lens Of One-Shot Federated Learning

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Task Arithmetic Through The Lens Of One-Shot Federated Learning

27 November 2024

Sanjeev R. Kulkarni

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Papers citing "Task Arithmetic Through The Lens Of One-Shot Federated Learning"

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Title
FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA Divyansh Jhunjhunwala Arian Raje Madan Ravi Ganesh Chaithanya Kumar Mummadi Chaoqun Dong Jiawei Zhou Wan-Yi Lin Gauri Joshi Zhenzhen Li 54 0 0 01 Jun 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Haobo Zhang Jiayu Zhou MoMe 56 0 0 28 May 2025
One-shot Robust Federated Learning of Independent Component Analysis Dian Jin Xin Bing Yuqian Zhang FedML 113 0 0 26 May 2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions Flora Amato Lingyu Qiu Mohammad Tanveer S. Cuomo F. Giampaolo F. Piccialli FedML 119 0 0 05 May 2025
Statistical Deficiency for Task Inclusion Estimation Loïc Fosse Frédéric Béchet Benoit Favre Géraldine Damnati Gwénolé Lecorvé Maxime Darrin Philippe Formont Pablo Piantanida 543 0 0 07 Mar 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 303 468 0 18 Aug 2023