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Causal Discovery

Papers archive 2025-07-28

archive papers tagged: 743 · with a code link: 294 · where Syntology ran a sample: 90 (74 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (90 of 743 tagged: 74 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 7 of 8: papers 601 to 700 of 743, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Score matching enables causal discovery of nonlinear additive noise models
  8 Mar 2022 0 repositories listed
• Sequentially learning the topological ordering of causal directed acyclic graphs with likelihood ratio scores
  3 Feb 2022 0 repositories listed
• BCDAG: An R package for Bayesian structure and Causal learning of Gaussian DAGs
  28 Jan 2022 0 repositories listed
• Optimal transport for causal discovery
  23 Jan 2022 0 repositories listed
• Ordinal Causal Discovery
  19 Jan 2022 0 repositories listed
• Causal Discovery from Sparse Time-Series Data Using Echo State Network
  9 Jan 2022 0 repositories listed
• Characterization of causal ancestral graphs for time series with latent confounders
  15 Dec 2021 0 repositories listed
• Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning
  6 Dec 2021 0 repositories listed
• Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases
  1 Dec 2021 0 repositories listed
• Causal KL: Evaluating Causal Discovery
  11 Nov 2021 0 repositories listed
• Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations
  29 Oct 2021 0 repositories listed
• Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
  16 Oct 2021 0 repositories listed
• Causal Identification with Additive Noise Models: Quantifying the Effect of Noise
  15 Oct 2021 0 repositories listed
• Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine
  15 Oct 2021 0 repositories listed
• Causal Discovery from Conditionally Stationary Time Series
  12 Oct 2021 0 repositories listed
• Causal Discovery via Cholesky Factorization
  29 Sep 2021 0 repositories listed
• FCause: Flow-based Causal Discovery
  29 Sep 2021 0 repositories listed
• Huber Additive Models for Non-stationary Time Series Analysis
  29 Sep 2021 0 repositories listed
• Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery
  29 Sep 2021 0 repositories listed
• Towards an extended taxonomy of information dynamics via Integrated Information Decomposition
  27 Sep 2021 0 repositories listed
• Causal Discovery in High-Dimensional Point Process Networks with Hidden Nodes
  22 Sep 2021 0 repositories listed
• Causal Homotopy
  20 Sep 2021 0 repositories listed
• Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows
  6 Sep 2021 0 repositories listed
• A Subsampling-Based Method for Causal Discovery on Discrete Data
  31 Aug 2021 0 repositories listed
• Markov Blanket Discovery using Minimum Message Length
  16 Jul 2021 0 repositories listed
• Improving Efficiency and Accuracy of Causal Discovery Using a Hierarchical Wrapper
  11 Jul 2021 0 repositories listed
• CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
  25 Jun 2021 0 repositories listed
• Context-Specific Causal Discovery for Categorical Data Using Staged Trees
  8 Jun 2021 0 repositories listed
• Collaborative Causal Discovery with Atomic Interventions
  6 Jun 2021 0 repositories listed
• Discovery of Causal Additive Models in the Presence of Unobserved Variables
  4 Jun 2021 0 repositories listed
• Causal Graph Discovery from Self and Mutually Exciting Time Series
  4 Jun 2021 0 repositories listed
• Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments
  1 Jun 2021 0 repositories listed
• Causal Discovery of Flight Service Process Based on Event Sequence
  28 Apr 2021 0 repositories listed
• Shadow-Mapping for Unsupervised Neural Causal Discovery
  16 Apr 2021 0 repositories listed
• Unsuitability of NOTEARS for Causal Graph Discovery
  12 Apr 2021 0 repositories listed
• Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data
  9 Apr 2021 0 repositories listed
• Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding
  28 Mar 2021 0 repositories listed
• ACRE: Abstract Causal REasoning Beyond Covariation
  26 Mar 2021 0 repositories listed
• FRITL: A Hybrid Method for Causal Discovery in the Presence of Latent Confounders
  26 Mar 2021 0 repositories listed
• D'ya like DAGs? A Survey on Structure Learning and Causal Discovery
  3 Mar 2021 0 repositories listed
• Accelerating Recursive Partition-Based Causal Structure Learning
  23 Feb 2021 0 repositories listed
• Estimating a Directed Tree for Extremes
  11 Feb 2021 0 repositories listed
• Causal Inference for Time series Analysis: Problems, Methods and Evaluation
  11 Feb 2021 0 repositories listed
• On the Sample Complexity of Causal Discovery and the Value of Domain Expertise
  5 Feb 2021 0 repositories listed
• Disentangling Observed Causal Effects from Latent Confounders using Method of Moments
  17 Jan 2021 0 repositories listed
• Identification of Latent Variables From Graphical Model Residuals
  7 Jan 2021 0 repositories listed
• Hokey Pokey Causal Discovery: Using Deep Learning Model Errors to Learn Causal Structure
  1 Jan 2021 0 repositories listed
• Score-based Causal Discovery from Heterogeneous Data
  1 Jan 2021 0 repositories listed
• Causal Inference from Slowly Varying Nonstationary Processes
  23 Dec 2020 0 repositories listed
• A Single Iterative Step for Anytime Causal Discovery
  14 Dec 2020 0 repositories listed
• Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning
  1 Dec 2020 0 repositories listed
• A Weaker Faithfulness Assumption based on Triple Interactions
  27 Oct 2020 0 repositories listed
• Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs
  10 Oct 2020 0 repositories listed
• A Framework for Causal Discovery in non-intervenable systems
  5 Oct 2020 0 repositories listed
• Causal Discovery with Multi-Domain LiNGAM for Latent Factors
  19 Sep 2020 0 repositories listed
• Causal Clustering for 1-Factor Measurement Models on Data with Various Types
  18 Sep 2020 0 repositories listed
• Causal Bandits without prior knowledge using separating sets
  16 Sep 2020 0 repositories listed
• Reparametrization Invariance in non-parametric Causal Discovery
  12 Aug 2020 0 repositories listed
• A Causal-based Framework for Multimodal Multivariate Time Series Validation Enhanced by Unsupervised Deep Learning as an Enabler for Industry 4.0
  5 Aug 2020 0 repositories listed
• Latent Instrumental Variables as Priors in Causal Inference based on Independence of Cause and Mechanism
  17 Jul 2020 0 repositories listed
• Conditional independences and causal relations implied by sets of equations
  14 Jul 2020 0 repositories listed
• Causal Feature Selection via Orthogonal Search
  6 Jul 2020 0 repositories listed
• Causal Discovery from Incomplete Data using An Encoder and Reinforcement Learning
  9 Jun 2020 0 repositories listed
• Efficient Intervention Design for Causal Discovery with Latents
  24 May 2020 0 repositories listed
• Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles
  1 May 2020 0 repositories listed
• Learning Latent Causal Structures with a Redundant Input Neural Network
  29 Mar 2020 0 repositories listed
• Causality and Robust Optimization
  28 Feb 2020 0 repositories listed
• Gaming Helps! Learning from Strategic Interactions in Natural Dynamics
  17 Feb 2020 0 repositories listed
• Uncovering life-course patterns with causal discovery and survival analysis
  30 Jan 2020 0 repositories listed
• Causal Discovery from Incomplete Data: A Deep Learning Approach
  15 Jan 2020 0 repositories listed
• Causal discovery of linear non-Gaussian acyclic models in the presence of latent confounders
  13 Jan 2020 0 repositories listed
• On Distance and Kernel Measures of Conditional Independence
  2 Dec 2019 0 repositories listed
• Robust contrastive learning and nonlinear ICA in the presence of outliers
  1 Nov 2019 0 repositories listed
• A Bayesian nonparametric test for conditional independence
  24 Oct 2019 0 repositories listed
• Integrating overlapping datasets using bivariate causal discovery
  24 Oct 2019 0 repositories listed
• Leveraging directed causal discovery to detect latent common causes
  22 Oct 2019 0 repositories listed
• Bayesian Model Selection for Identifying Markov Equivalent Causal Graphs
  16 Oct 2019 0 repositories listed
• Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks
  9 Oct 2019 0 repositories listed
• Boosting Local Causal Discovery in High-Dimensional Expression Data
  6 Oct 2019 0 repositories listed
• Simulations evaluating resampling methods for causal discovery: ensemble performance and calibration
  4 Oct 2019 0 repositories listed
• Causal Discovery by Kernel Intrinsic Invariance Measure
  2 Sep 2019 0 repositories listed
• ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions
  6 Jun 2019 0 repositories listed
• Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models
  26 May 2019 0 repositories listed
• Neural Causal Discovery with Learnable Input Noise
  1 May 2019 0 repositories listed
• Beauty Learning and Counterfactual Inference
  24 Apr 2019 0 repositories listed
• Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA
  19 Apr 2019 0 repositories listed
• Testing Conditional Independence on Discrete Data using Stochastic Complexity
  12 Mar 2019 0 repositories listed
• Orthogonal Structure Search for Efficient Causal Discovery from Observational Data
  6 Mar 2019 0 repositories listed
• Causal Discovery from Heterogeneous/Nonstationary Data with Independent Changes
  5 Mar 2019 0 repositories listed
• Causal Discovery with a Mixture of DAGs
  28 Jan 2019 0 repositories listed
• Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data
  27 Jan 2019 0 repositories listed
• Causal Discovery from Discrete Data using Hidden Compact Representation
  1 Dec 2018 0 repositories listed
• An Upper Bound for Random Measurement Error in Causal Discovery
  18 Oct 2018 0 repositories listed
• A Kernel Embedding-based Approach for Nonstationary Causal Model Inference
  23 Sep 2018 0 repositories listed
• Causal Discovery by Telling Apart Parents and Children
  20 Aug 2018 0 repositories listed
• Playing against Nature: causal discovery for decision making under uncertainty
  3 Jul 2018 0 repositories listed
• Stable specification search in structural equation model with latent variables
  24 May 2018 0 repositories listed
• Bivariate Causal Discovery and its Applications to Gene Expression and Imaging Data Analysis
  10 May 2018 0 repositories listed
• Causal programming: inference with structural causal models as finding instances of a relation
  4 May 2018 0 repositories listed
• Causal Inference via Kernel Deviance Measures
  12 Apr 2018 0 repositories listed