Moritz Willig

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) NIPS (1) PGM (1) UAI (1)

Top co-authors

Kristian Kersting (4) Devendra Singh Dhami (3) Jonas Seng (2) Florian Peter Busch (2) Harsh Poonia (1) Devendra Dhami (1) Matej Zečević (1) Matej Ze\vcević (1) Zhongjie Yu (1) Tim Tobiasch (1)

Keywords

computational complexity (1) causal mechanism (1) structural causal model (1) causal relationship (1) interventional behaviour (1)

Papers

Systems with Switching Causal Relations: A Meta-Causal Perspective ICLR 2025

$Ψ$net: Efficient Causal Modeling at Scale PGM 2024

$χ$SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains UAI 2024

Do Not Marginalize Mechanisms, Rather Consolidate! NIPS 2023