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Task Arithmetic Through The Lens Of One-Shot Federated Learning
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Task Arithmetic Through The Lens Of One-Shot Federated Learning

Zhixu Tao
I. Mason
Sanjeev R. Kulkarni
Xavier Boix
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Papers citing "Task Arithmetic Through The Lens Of One-Shot Federated Learning"

6 / 6 papers shown
Title
FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA
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
52
0
0
01 Jun 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging
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
One-shot Robust Federated Learning of Independent Component Analysis
Dian Jin
Xin Bing
Yuqian Zhang
FedML
111
0
0
26 May 2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions
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
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
LRMOSLM
303
468
0
18 Aug 2023