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math.OC2025
A Poisson Jump-driven SDE Approach to Distributed Gradient Descent with Sparse Communication
Marc Weber, John Paul Strachan, Christian Ebenbauer
To bridge the gap between idealised communication models and the stochastic reality of networked systems, we introduce a framework for embedding asynchronous communication directly…
math.OC2025
Distributionally robust LMI synthesis for LTI systems
Dennis Gramlich, Shuhao Yan, Carsten W. Scherer +1
This article shows that distributionally robust controller synthesis as investigated in \cite{taskesen2024distributionally} can be formulated as a convex linear matrix inequality (…