In an exact-fit linear regime with i.i.d. tasks from distribution Π, forgetting obeys a recursive spectral operator whose asymptotic convergence rate is governed by geometric properties of Π.
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From Order to Distribution: A Spectral Characterization of Forgetting in Continual Learning
In an exact-fit linear regime with i.i.d. tasks from distribution Π, forgetting obeys a recursive spectral operator whose asymptotic convergence rate is governed by geometric properties of Π.