Author

M. Greco

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Driftuard -AEDL: Concept-Drift-Aware Continual Neuro-Symbolic Causal Inference for Evolving Time Series

The results show that pairing lightweight symbolic constraints with drift-triggered continual learning yields causal inference that stays valid as the world changes.

Anika Shah, M. Greco, Freya Nielsen · 0 citations

Open access Jul 2026

DriftGuard-AEDL: Concept-Drift-Aware Continual Neuro-Symbolic Causal Inference for Evolving Time Series

The results show that pairing lightweight symbolic constraints with drift-triggered continual learning yields causal inference that stays valid as the world changes.

Anika Shah, M. Greco, Freya Nielsen · Journal of Computing and Ele... · 0 citations