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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sundeep Prabhakar Chepuri

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Preprint Sep 2026

Signal Processing over Product DAGs: Causal Shifts and Filters

We develop a signal processing framework for signals indexed by the product of two directed acyclic graphs (DAGs) and described by a linear structural equation model (SEM). Such a setup arises whenever (linear) causal relations act along two domains, as in component versus manufacturing stage or gene versus experimenta...

Sundeep Prabhakar Chepuri, Antonio G. Marques, Maulik Devmurari et al. · 0 citations

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