Matej Zečević
5 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Models
(1)
Reasoning
(1)
Keywords
structural causal model
(3)
probabilistic modeling
(1)
causal reasoning
(1)
structure learning
(1)
causal discovery
(1)
computational complexity
(1)
probability distribution
(1)
causal effect
(1)
human-ai collaboration
(1)
causal mechanism
(1)
directed acyclic graph
(1)
causal explanation
(1)
interventional distribution
(1)
sum-product network
(1)
causal relationship
(1)
structured reasoning
(1)
peer review
(1)
text assessment
(1)
large language model
(1)
critical text assessment
(1)
Papers
Causal Articulation Theory (CAT): Articulating Static and Temporal Causal Models Beyond LLM Rationalizations
CLeaR 2026
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
ACL 2025
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG
ICLR 2024
Do Not Marginalize Mechanisms, Rather Consolidate!
NeurIPS 2023
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models
NeurIPS 2021