One-step curvature probes miss the fitting operator; terminal null-space correction preserves retained capacity in continual learning
Read the original at arxiv.org→arXiv:2610.03952v1 Announce Type: new Abstract: A one-step curvature probe evaluates an initial direction, whereas continual learners are judged after reaching comparable new-task fit. In an overparameterized...
Original headline: "One-Step Curvature Probes Miss the Fitting Operator: Retained Capacity and Terminal Null-Space Correction for Continual Learning"
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- Oct 6, 04:00 UTC arXiv cs.LG lead source One-Step Curvature Probes Miss the Fitting Operator: Retained Capacity and Terminal Null-Space Correction for Continual Learning