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08/12/2023
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
Transfer learning via fine-tuning pre-trained transformer models has gai...
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05/06/2021
Machine Collaboration
We propose a new ensemble framework for supervised learning, named machi...
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05/16/2020
Nested Model Averaging on Solution Path for High-dimensional Linear Regression
We study the nested model averaging method on the solution path for a hi...
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10/25/2017