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20232025
most citedFisher Information-based Efficient Curriculum Federated Learning with Large Language Models

1 citations · 2 across the 3 of their papers we have counts for

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stat.ML2025

PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

Ruixin Guo, Ruoming Jin, Xinyu Li +1

Linear Autoencoders (LAEs) have shown strong performance in state-of-the-art recommender systems. However, this success remains largely empirical, with limited theoretical understa…

cs.DC2025

Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout

Ji Liu, Beichen Ma, Qiaolin Yu +7

Federated Learning (FL) is a promising distributed machine learning approach that enables collaborative training of a global model using multiple edge devices. The data distributed…