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07/31/2023
Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?
Machine learning practitioners often fine-tune generative pre-trained mo...
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01/03/2023
oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation
With the rapid development of deep learning models and hardware support ...
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10/03/2021
TinyFedTL: Federated Transfer Learning on Tiny Devices
TinyML has rose to popularity in an era where data is everywhere. Howeve...
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06/19/2020
FedFMC: Sequential Efficient Federated Learning on Non-iid Data
As a mechanism for devices to update a global model without sharing data...
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06/17/2020
FedCD: Improving Performance in non-IID Federated Learning
Federated learning has been widely applied to enable decentralized devic...
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04/17/2020
