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Matrix multiplication ˜Adiag ˜A′⊤ diag

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cs.LG 1

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2025 1

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Exemplar-Free Continual Learning for State Space Models

cs.LG · 2025-05-24 · unverdicted · novelty 7.0

Inf-SSM constrains the infinite-horizon evolution of SSMs via Grassmannian geometry and an efficient O(n^2) Sylvester solver to enable exemplar-free continual learning with reduced forgetting.

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  • Exemplar-Free Continual Learning for State Space Models cs.LG · 2025-05-24 · unverdicted · none · ref 68

    Inf-SSM constrains the infinite-horizon evolution of SSMs via Grassmannian geometry and an efficient O(n^2) Sylvester solver to enable exemplar-free continual learning with reduced forgetting.