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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
Hardware-Compatible Single-Shot Feasible-Space Heuristics for Solving the Quadratic Assignment Problem
Haesol Im, Chan-Woo Yang, Moslem Noori +10
Research into the development of special-purpose computing architectures designed to solve quadratic unconstrained binary optimization (QUBO) problems has flourished in recent year…