Benito van der Zander
7 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(11)
🏆
Keyword Champion
🚀
Conference Pioneer
Conferences
IJCAI (2)
AAAI (1)
AISTATS (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal inference
(3)
causal effect
(2)
structural causal model
(2)
graphical model
(2)
directed acyclic graph
(2)
computational complexity
(2)
conditional independence
(2)
unobserved confounder
(1)
causal graph
(1)
causal identification
(1)
linear-time algorithm
(1)
parameter identification
(1)
instrumental variable
(1)
covariate adjustment
(1)
linear structural equation model
(1)
tree-shaped graph
(1)
front-door adjustment
(1)
enumeration algorithm
(1)
causal parameter identification
(1)
gröbner basis
(1)
Papers
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
ICLR 2025
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs
AAAI 2024
On the Complexity of Identification in Linear Structural Causal Models
NIPS 2024
The Hardness of Reasoning about Probabilities and Causality
IJCAI 2023
Identification in Tree-shaped Linear Structural Causal Models
AISTATS 2022
Finding Minimal d-separators in Linear Time and Applications
UAI 2019
Efficiently Finding Conditional Instruments for Causal Inference
IJCAI 2015