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FATE-LLM A Industrial Grade Federated Learning Framework for Large Language Models FATE-LLM A Industrial Grade Federated Learning Framework for Large Language Models
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models #LLM #Survey Metadata Authors:
2023-11-04 arXiv 2023
LLM Federated Learning FATE
Ensembled CTR Prediction via Knowledge Distillation Ensembled CTR Prediction via Knowledge Distillation
Ensembled CTR Prediction via Knowledge Distillation Metadata Authors: [[Jieming Zhu]], [[Jinyang Liu]], [[Weiqi Li]],
2023-11-01 ACM International Conference on Information 2020
Federated Learning Knowledge Distillation
Distilling the Knowledge in a Neural Network Distilling the Knowledge in a Neural Network
Distilling the Knowledge in a Neural Network#LLM #Knowledge-Distillation Metadata Authors: [[Geoffrey Hinton]], [[Oriol
2023-11-01 NeurIPS 2014
LLM Knowledge Distillation
Fed-Hyper-Knowledge-Distillation Fed-Hyper-Knowledge-Distillation
Metadata Tags: #Personalizaion #Knowledge-Distillation Authors: [[Huancheng Chen]], [[Chianing Wang]], [[Haris Vikalo]
2023-10-31 ICLR 2023
Knowledge Distillation Personalization
Hierachical Knowledge Transfer Federated Learning Hierachical Knowledge Transfer Federated Learning
A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated LearningMetadata Item Type: [[Conference paper]]
2023-10-22 INFOCOM 2023
Federated Learning Transfer Learning
PFA-Personalization PFA-Personalization
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization Metadata Tags: #Personalization Au
2023-10-20 Proceedings of the Web Conference 2021
Personalization Privacy Preserving
Parameter-Efficient Transfer Learning Parameter-Efficient Transfer Learning
Parameter-Efficient Transfer Learning for NLP Metadata Tags: #TransferLearning #Adapter Authors: [[Neil Houlsby]],
2023-10-17 PMLR 2019
Fine Tune Transfer Learning
SplitFed SplitFed
SplitFed: When Federated Learning Meets Split Learning Metadata Tags: #/unread Authors: [[Chandra Thapa]], [[
2023-10-15 AAAI 2023
Federated Learning Split Learning
Just Fine-tune twice Just Fine-tune twice
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models Metadata Tags: #Computer-Science—Artif
2023-10-10 arXiv 2022
LLM Fine Tune Differential Privacy
Bert of Theseus Bert of Theseus
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Metadata Tags: #Bert #Compression Authors: [[Can
2023-10-05 arXiv 2020
LLM Bert Fine Tune
SplitNN SplitNN
SplitNN-driven Vertical Partitioning Metadata Tags: #/unread, #Computer-Science—Machine-Learning, #Statistics—Ma
2023-10-01 arXiv 2020
Split Learning Partition
FedGEMS FedGEMS
FedGEMS Federated Learning of Larger Server Models via Selective Knowledge FusionMetadata Authors: [[Sijie Cheng]], [[Ji
2023-09-21 ICLR 2022
Federated Learning Knowledge Fusion
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