A Theoretical Analysis of Mamba's Training Dynamics: Filtering Relevant Features for Generalization in State Space Models

A Theoretical Analysis of Mamba's Training Dynamics: Filtering Relevant Features for Generalization in State Space Models

13 February 2026

Mugunthan Shandirasegaran

Hongkang Li

Songyang Zhang

Meng Wang

Shuai Zhang

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