Waxman
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EML-CD: Causal Mechanism Recovery via EML Symbolic Trees in Structure Learning
arXiv:2606.05942v1 Announce Type: cross Abstract: Neural network (NN)-based nonlinear causal discovery methods recover DAG structure but leave each causal mechanism as a black box. Waxman et al. argued that extracting causal mechanisms from NN weights is ill-posed. We propose EML-CD, a framework that integrates the EML operator (capable of composing elementary functions from a single binary operator) into causal structure learning, with interpretable mechanism recovery as the primary objective.
Nottingham stabbing survivors 'did not receive basic rights as victims' after three killed
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Vespers review – haunting clash of cultures conjures Vivaldi’s Venice
Smith Square Hall, London This resourceful semi-staging blended choral collective Idrîsî Ensemble’s ancient chants with Iestyn Davies and Figure’s Vivaldi.Vespers. The word conjures an intoxicating aura of twilight and incense.