Duligur Ibeling
6 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13)
🐣
Hot Topic Early Bird
🧬
Topic Evolution
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (2)
AAAI (1)
IJCAI (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
causal inference
(5)
structural causal model
(3)
causal reasoning
(2)
structural equation model
(2)
causal hierarchy
(2)
counterfactual reasoning
(1)
mechanistic interpretability
(1)
causal abstraction
(1)
topological method
(1)
simulation model
(1)
open-universe reasoning
(1)
conditional logic
(1)
inductive assumption
(1)
rubin causal model
(1)
bayesian inference
(1)
probabilistic reasoning
(1)
generative model
(1)
graphical model
(1)
Papers
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
JMLR 2025
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
NIPS 2023
A Topological Perspective on Causal Inference
NIPS 2021
Probabilistic Reasoning Across the Causal Hierarchy
AAAI 2020
On Open-Universe Causal Reasoning
UAI 2019
On the Conditional Logic of Simulation Models
IJCAI 2018