CSLR aligns unordered private replay lists from clients using public anchor sentence signatures, yielding 3.9-5.6 point gains on continual NLP tasks at ε=4 over non-CSLR DP baselines.
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Canonicalized Stable-List Replay for Private Federated Continual Learning over Language-Model Embeddings
CSLR aligns unordered private replay lists from clients using public anchor sentence signatures, yielding 3.9-5.6 point gains on continual NLP tasks at ε=4 over non-CSLR DP baselines.