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Papers matching “causality” 90

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Disentangling causality: assumptions in causal discovery and inference
2023 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Ninoslav Malekovic, Thomas Bäck, Anna V. Kononova

25

citations
Disentangling causality: assumptions in causal discovery and inference
2022 Research Square preprint Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Ninoslav Malekovic, Thomas Bäck, Anna V. Kononova

7

citations
A survey of graphical models for decision-making: integrating causality and game theory
2026 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Mauricio Gonzalez-Soto, Anna V. Kononova

0

citations
The Role of Causality in Algorithmic Recourse
2026 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Srikanth Avasarala, Varun Gupta, Shahin Jabbari, Saber Salehkaleybar, Juba Ziani

0

citations
Deep Learning of Causal Structures in High Dimensions
2022 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

0

citations
Uncertainty, probability and causality in hepatology
2026 npj gut and liver. article Computer Science Bayesian Modeling and Causal Inference Open access

Benjamin P. M. Laevens, Frank P. Pijpers, Carolin V. Schneider

0

citations
Composition and Recursion for Causal Structures
2023 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Logic, programming, and type systems Open access

3

citations
A Causality-Constrained Frequency-Domain Least-Squares Filter Design Method for Crosstalk Cancellation
2021 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and Audio Processing

Tobias Kabzinski, Peter Jax

7

citations
CAUSAL MODELING OF FACTORS IN STUNTING USING THE PETER-CLARK AND GREEDY EQUIVALENCE SEARCH ALGORITHMS
2025 JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) article Computer Science Bayesian Modeling and Causal Inference Open access

Yohani Setiya Rafika Nur, Aminatus Sa’adah, Dasril Aldo, Bidayatul Masulah

2

citations
Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data
2023 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Yuqin Yang, Saber Salehkaleybar, Negar Kiyavash

0

citations
Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Ana Letícia Garcez Vicente, Gijs van Seeventer, Saber Salehkaleybar

0

citations
ACTIVA: Amortized Causal Effect Estimation via Transformer-based Variational Autoencoder
2025 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Saber Salehkaleybar, Aske Plaat, Erman Acar

0

citations
Expert-aided causal discovery of ancestral graphs
2026 Information Sciences article Computer Science Bayesian Modeling and Causal Inference Open access

Tiago da Silva, Bruna Bazaluk, Eliezer de Souza da Silva, António Góis, Salem Lahlou, Dominik Heider, +3 more

0

citations
DATA-DRIVEN CAUSAL DISCOVERY IN CATALYSIS
2026 ChemRxiv preprint Computer Science Bayesian Modeling and Causal Inference Open access

Bárbara Alves Sequeira, Adèle H. Ribeiro, Catarina Barata, Carmen Bacariza, Pedro S. F. Mendes

0

citations
Deep learning of causal structures in high dimensions under data limitations
2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

65

citations
dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data
2026 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Adèle H. Ribeiro, Dominik Heider

1

citations
Optimizing Causal Interventions in Hybrid Bayesian Networks
2024 Research Square preprint Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more

0

citations
Sign Identifiability of Causal Effects in Stationary Stochastic Dynamical Systems
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Gijs van Seeventer, Saber Salehkaleybar

0

citations
Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
2025 PLoS Genetics article Computer Science Bayesian Modeling and Causal Inference Open access

Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more

1

citations
Optimizing Causal Interventions in Hybrid Bayesian Networks
2024 Lecture notes in networks and systems conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more

1

citations
Causal Inference-based Few-Shot Class-Incremental Learning
2024 International Conference on Multimedia Retrieval conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Weiwei Zhou, Guoqiang Xiao, Michael S. Lew, Song Wu

1

citations
Quantum Programming with Inductive Datatypes: Causality and Affine Type Theory
2020 Lecture notes in computer science conference-paper Computer Science Logic, programming, and type systems Open access

Romain Péchoux

17

citations
A Language-Based Causal Model for Safety
2022 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification

Marcello Bonsangue, Georgiana Caltais, Hui Juan Feng, Hünkar Can Tunç

0

citations
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert Heinrich Schmitt

7

citations
How Does Bayesian Causal Discovery Fail? Characterising Structural Consequences in Linear Gaussian Networks under Latent Confounding
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Debargha Ghosh, Silja Renooij, Anna Kononova

0

citations