🏢 Guangdong University of Technology
On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
·2064 words·10 mins·
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AI Theory
Causality
🏢 Guangdong University of Technology
Researchers developed a novel, efficient causal discovery method using Probability Generating Functions to identify causal structures within Poisson Branching Structural Causal Models, overcoming limi…
Convergence Analysis of Split Federated Learning on Heterogeneous Data
·2397 words·12 mins·
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Machine Learning
Federated Learning
🏢 Guangdong University of Technology
Split Federated Learning (SFL) convergence is analyzed for heterogeneous data, achieving O(1/T) and O(1/√T) rates for strongly convex and general convex objectives respectively. The study also extend…