most citedClustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework

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cs.LG2025

Stability and Generalization of Adversarial Diffusion Training

Hesam Hosseini, Ying Cao, Ali H. Sayed

Algorithmic stability is an established tool for analyzing generalization. While adversarial training enhances model robustness, it often suffers from robust overfitting and an enl…

cs.LG2024★ 1 cited

Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework

Amirabbas Afzali, Hesam Hosseini, Mohmmadamin Mirzai +1

Time series data analysis is prevalent across various domains, including finance, healthcare, and environmental monitoring. Traditional time series clustering methods often struggl…