2026
The Expressive Limits of Diagonal SSMs for State-Tracking
ICLR 2026poster
State-Space Models (SSMs) have recently been shown to achieve strong empirical performance on a variety of long-range sequence modeling tasks while remaining efficient and highly-parallelizable. However, the theoretical understanding of their expressive power remains limited. In this work, we study…