2 papers
cs.DC2026
Elasticity in Parallel Sparse Triangular Solve
Raphael S. Steiner, Christos K. Matzoros, Pál András Papp +2
We introduce stale synchronous parallel as a mode of execution in parallel sparse triangular linear system solve and present a general directed-acyclic-graph scheduler capable of p…
cs.LG2026
Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers
Aleksandros Sobczyk, Gioele Gottardo, Christos K. Matzoros +4
Linear attention has emerged as a cornerstone for efficient long-context architectures, as evidenced by its integration into state-of-the-art open-source models including Qwen3.5/3…