A structure-preserving finite-time H2-optimal model reduction algorithm compresses deep diagonal state space models to 1/32 of their SSM parameters with comparable accuracy.
Model Compression Method for S4 with Diagonal State Space Layers using Balanced Truncation,
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Compression Method for Deep Diagonal State Space Model Based on $H^2$ Optimal Reduction
A structure-preserving finite-time H2-optimal model reduction algorithm compresses deep diagonal state space models to 1/32 of their SSM parameters with comparable accuracy.