Sander Beckers
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (5)
π
Cross-Pollinator
(5)
πΊ
Lone Wolf
(6)
π
Keyword Champion
(3)
π
Trend Setter
π
Century Club
(12)
π
Conference Pioneer
Conferences
CLEAR (5)
AAAI (3)
NIPS (2)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
causal inference
(5)
causal model
(4)
structural causal model
(3)
formal methods
(3)
counterfactual reasoning
(2)
explainable artificial intelligence
(2)
causal abstraction
(2)
risk assessment
(1)
autonomous system
(1)
structural relation
(1)
ai system
(1)
causal semantics
(1)
ethical ai
(1)
probabilistic causal model
(1)
approximate abstraction
(1)
functional relation
(1)
causal ancestry
(1)
ai ethics
(1)
actual causation
(1)
causal equivalence
(1)
Papers
Nondeterministic Causal Models
CLEAR 2025
Actual Causation and Nondeterministic Causal Models
CLEAR 2025
Backtracking Counterfactuals
CLEAR 2023
Causal Models with Constraints
CLEAR 2023
Quantifying Harm
IJCAI 2023
Moral Responsibility for AI Systems
NIPS 2023
A Causal Analysis of Harm
NIPS 2022
Causal Explanations and XAI
CLEAR 2022
The Counterfactual NESS Definition of Causation
AAAI 2021
Equivalent Causal Models
AAAI 2021
Abstracting Causal Models
AAAI 2019
Approximate Causal Abstractions
UAI 2019