On the Complexity of Identification in Linear Structural Causal Models
Fuente:
arXiv
Saved in:
| Main Authors: | Dörfler, Julian, van der Zander, Benito, Bläser, Markus, Liskiewicz, Maciej |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
by: Dörfler, Julian, et al.
Published: (2024)
by: Dörfler, Julian, et al.
Published: (2024)
Probabilistic and Causal Satisfiability: Constraining the Model
by: Bläser, Markus, et al.
Published: (2025)
by: Bläser, Markus, et al.
Published: (2025)
The Existential Theory of the Reals with Summation Operators
by: Bläser, Markus, et al.
Published: (2024)
by: Bläser, Markus, et al.
Published: (2024)
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs
by: Wienöbst, Marcel, et al.
Published: (2022)
by: Wienöbst, Marcel, et al.
Published: (2022)
Probabilistic Generating Circuits -- Demystified
by: Agarwal, Sanyam, et al.
Published: (2024)
by: Agarwal, Sanyam, et al.
Published: (2024)
The Limits of Tractable Marginalization
by: Broadrick, Oliver, et al.
Published: (2025)
by: Broadrick, Oliver, et al.
Published: (2025)
The Complexity of Symmetry Breaking Beyond Lex-Leader
by: Anders, Markus, et al.
Published: (2024)
by: Anders, Markus, et al.
Published: (2024)
Probabilistic Explanations for Linear Models
by: Subercaseaux, Bernardo, et al.
Published: (2024)
by: Subercaseaux, Bernardo, et al.
Published: (2024)
PosSLP and Sum of Squares
by: Bläser, Markus, et al.
Published: (2024)
by: Bläser, Markus, et al.
Published: (2024)
A Structural Complexity Analysis of Hierarchical Task Network Planning
by: Brand, Cornelius, et al.
Published: (2024)
by: Brand, Cornelius, et al.
Published: (2024)
Structure-Aware Encodings of Argumentation Properties for Clique-width
by: Mahmood, Yasir, et al.
Published: (2025)
by: Mahmood, Yasir, et al.
Published: (2025)
On the Principal Minor Expansion and Complexity of the Symmetrized Determinant
by: Agarwal, Sanyam, et al.
Published: (2026)
by: Agarwal, Sanyam, et al.
Published: (2026)
Parameterized Complexity Of Representing Models Of MSO Formulas
by: Kučera, Petr, et al.
Published: (2026)
by: Kučera, Petr, et al.
Published: (2026)
Linear Equations with Min and Max Operators: Computational Complexity
by: Chatterjee, Krishnendu, et al.
Published: (2024)
by: Chatterjee, Krishnendu, et al.
Published: (2024)
Explaining Decisions in ML Models: a Parameterized Complexity Analysis
by: Ordyniak, Sebastian, et al.
Published: (2024)
by: Ordyniak, Sebastian, et al.
Published: (2024)
Gateways to Tractability for Satisfiability in Pearl's Causal Hierarchy
by: Ganian, Robert, et al.
Published: (2025)
by: Ganian, Robert, et al.
Published: (2025)
Complexity Results of Persuasion
by: Grastien, Alban
Published: (2025)
by: Grastien, Alban
Published: (2025)
Epistemic Logic Programs: Non-Ground and Counting Complexity
by: Eiter, Thomas, et al.
Published: (2025)
by: Eiter, Thomas, et al.
Published: (2025)
Prime Successor Irreducibility: Turing Machine Complexity, Kolmogorov Complexity, and Weakness-Based Formulations
by: Goertzel, Ben, et al.
Published: (2026)
by: Goertzel, Ben, et al.
Published: (2026)
Identification for Tree-shaped Structural Causal Models in Polynomial Time
by: Gupta, Aaryan, et al.
Published: (2023)
by: Gupta, Aaryan, et al.
Published: (2023)
Complexity of Scheduling Charging in the Smart Grid
by: de Weerdt, Mathijs, et al.
Published: (2017)
by: de Weerdt, Mathijs, et al.
Published: (2017)
On Deciding the Data Complexity of Answering Linear Monadic Datalog Queries with LTL Operators(Extended Version)
by: Artale, Alessandro, et al.
Published: (2025)
by: Artale, Alessandro, et al.
Published: (2025)
Clausal Deletion Backdoors for QBF: a Parameterized Complexity Approach
by: Eriksson, Leif, et al.
Published: (2026)
by: Eriksson, Leif, et al.
Published: (2026)
Barriers to Complexity-Theoretic Proofs that "AGI" Using Machine Learning is Impossible
by: Guerzhoy, Michael
Published: (2024)
by: Guerzhoy, Michael
Published: (2024)
Diversity of Extensions in Abstract Argumentation
by: Fichte, Johannes K., et al.
Published: (2026)
by: Fichte, Johannes K., et al.
Published: (2026)
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence
by: Susnjak, Teo, et al.
Published: (2024)
by: Susnjak, Teo, et al.
Published: (2024)
Strongly Polynomial Time Complexity of Policy Iteration for $L_\infty$ Robust MDPs
by: Asadi, Ali, et al.
Published: (2026)
by: Asadi, Ali, et al.
Published: (2026)
Which graph motif parameters count?
by: Bläser, Markus, et al.
Published: (2025)
by: Bläser, Markus, et al.
Published: (2025)
Exact Algorithms for Multiagent Path Finding with Communication Constraints on Tree-Like Structures
by: Fioravantes, Foivos, et al.
Published: (2024)
by: Fioravantes, Foivos, et al.
Published: (2024)
Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases
by: Karmakar, Pratik, et al.
Published: (2024)
by: Karmakar, Pratik, et al.
Published: (2024)
Circuit Complexity Bounds for Visual Autoregressive Model
by: Ke, Yekun, et al.
Published: (2025)
by: Ke, Yekun, et al.
Published: (2025)
Reinforced Generation of Combinatorial Structures: Ramsey Numbers
by: Nagda, Ansh, et al.
Published: (2026)
by: Nagda, Ansh, et al.
Published: (2026)
BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?
by: Chambon, Pierre, et al.
Published: (2025)
by: Chambon, Pierre, et al.
Published: (2025)
Computational Irreducibility as the Foundation of Agency: A Formal Model Connecting Undecidability to Autonomous Behavior in Complex Systems
by: Azadi, Poria
Published: (2025)
by: Azadi, Poria
Published: (2025)
On Probabilistic and Causal Reasoning with Summation Operators
by: Ibeling, Duligur, et al.
Published: (2024)
by: Ibeling, Duligur, et al.
Published: (2024)
A Provable Expressiveness Hierarchy in Hybrid Linear-Full Attention
by: Ye, Xiaowei, et al.
Published: (2026)
by: Ye, Xiaowei, et al.
Published: (2026)
Complexity of Faceted Explanations in Propositional Abduction
by: Schmidt, Johannes, et al.
Published: (2025)
by: Schmidt, Johannes, et al.
Published: (2025)
The Computational Complexity of Circuit Discovery for Inner Interpretability
by: Adolfi, Federico, et al.
Published: (2024)
by: Adolfi, Federico, et al.
Published: (2024)
Data Complexity in Expressive Description Logics With Path Expressions
by: Bednarczyk, Bartosz
Published: (2024)
by: Bednarczyk, Bartosz
Published: (2024)
The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity
by: Chen, Yifang, et al.
Published: (2024)
by: Chen, Yifang, et al.
Published: (2024)
Similar Items
-
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
by: Dörfler, Julian, et al.
Published: (2024) -
Probabilistic and Causal Satisfiability: Constraining the Model
by: Bläser, Markus, et al.
Published: (2025) -
The Existential Theory of the Reals with Summation Operators
by: Bläser, Markus, et al.
Published: (2024) -
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs
by: Wienöbst, Marcel, et al.
Published: (2022) -
Probabilistic Generating Circuits -- Demystified
by: Agarwal, Sanyam, et al.
Published: (2024)