Task-Dependent Initialization aligns SSM inductive bias to task spectral structure via power-spectrum matching, improving data-efficient generalization when default bias is mismatched.
[2024] propose spectral initializations to better control frequency response
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Aligning Inductive Bias for Data-Efficient Generalization in State Space Models
Task-Dependent Initialization aligns SSM inductive bias to task spectral structure via power-spectrum matching, improving data-efficient generalization when default bias is mismatched.