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Causal Discovery under Time-Varying Delays

Lénaïg Cornanguer, David Kaltenpoth, Jilles Vreeken

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules

Tim Nico Bauerschmidt, Isabel Valera, Jilles Vreeken

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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Root Cause Analysis of Measurement and Mechanistic Anomalies

A causal model distinguishes measurement errors from mechanism shifts via latent interventions, enabling robust root-cause localization and anomaly-type classification.

Hendrik Suhr, David Kaltenpoth, Jilles Vreeken

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 10 of 20 reviewers recommend it
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