Benito van der Zander
7 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Conference Pioneer
📈
Trend Setter
Top co-authors
Research topics
Keywords
causal inference
(4)
computational complexity
(3)
conditional independence
(2)
satisfiability problem
(2)
probabilistic reasoning
(2)
causal effect
(2)
structural causal model
(2)
graphical model
(2)
directed acyclic graph
(2)
parameter identification
(1)
instrumental variable
(1)
linear time algorithm
(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)
graphical causal model
(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
NeurIPS 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