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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 8 of 8: papers 701 to 743 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.

• Combining Linear Non-Gaussian Acyclic Model with Logistic Regression Model for Estimating Causal Structure from Mixed Continuous and Discrete Data
  16 Feb 2018 0 repositories listed
• Using Noisy Extractions to Discover Causal Knowledge
  16 Nov 2017 0 repositories listed
• An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems
  15 Sep 2017 0 repositories listed
• Comparative Benchmarking of Causal Discovery Techniques
  18 Aug 2017 0 repositories listed
• Probabilistic Active Learning of Functions in Structural Causal Models
  30 Jun 2017 0 repositories listed
• Causal Discovery in the Presence of Measurement Error: Identifiability Conditions
  10 Jun 2017 0 repositories listed
• Computationally and statistically efficient learning of causal Bayes nets using path queries
  2 Jun 2017 0 repositories listed
• Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion
  25 May 2017 0 repositories listed
• Group invariance principles for causal generative models
  5 May 2017 0 repositories listed
• Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments
  27 Feb 2017 0 repositories listed
• Causal Discovery Using Proxy Variables
  23 Feb 2017 0 repositories listed
• Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery
  13 Feb 2017 0 repositories listed
• Deep Convolutional Neural Networks for Pairwise Causality
  3 Jan 2017 0 repositories listed
• Joint Causal Inference from Multiple Contexts
  30 Nov 2016 0 repositories listed
• A Review on Algorithms for Constraint-based Causal Discovery
  12 Nov 2016 0 repositories listed
• Latent Variable Discovery Using Dependency Patterns
  22 Jul 2016 0 repositories listed
• Kernel Mean Embedding of Distributions: A Review and Beyond
  31 May 2016 0 repositories listed
• Causal Discovery for Manufacturing Domains
  13 May 2016 0 repositories listed
• Evaluation and Ensembling of Methods for Reverse Engineering of Brain Connectivity from Imaging Data
  15 Mar 2016 0 repositories listed
• Kernel-based Tests for Joint Independence
  1 Mar 2016 0 repositories listed
• Causal Discovery from Subsampled Time Series Data by Constraint Optimization
  25 Feb 2016 0 repositories listed
• Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations
  27 Dec 2015 0 repositories listed
• Local Causal Discovery of Direct Causes and Effects
  1 Dec 2015 0 repositories listed
• Discovery and Visualization of Nonstationary Causal Models
  27 Sep 2015 0 repositories listed
• Mining Combined Causes in Large Data Sets
  28 Aug 2015 0 repositories listed
• Causal Decision Trees
  16 Aug 2015 0 repositories listed
• From Observational Studies to Causal Rule Mining
  16 Aug 2015 0 repositories listed
• Causality on Cross-Sectional Data: Stable Specification Search in Constrained Structural Equation Modeling
  18 Jun 2015 0 repositories listed
• Telling cause from effect in deterministic linear dynamical systems
  4 Mar 2015 0 repositories listed
• A fast PC algorithm for high dimensional causal discovery with multi-core PCs
  9 Feb 2015 0 repositories listed
• Distinguishing cause from effect using observational data: methods and benchmarks
  11 Dec 2014 0 repositories listed
• Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets
  10 Mar 2014 0 repositories listed
• On the Intersection Property of Conditional Independence and its Application to Causal Discovery
  3 Mar 2014 0 repositories listed
• Causal Discovery in a Binary Exclusive-or Skew Acyclic Model: BExSAM
  22 Jan 2014 0 repositories listed
• A Sound and Complete Algorithm for Learning Causal Models from Relational Data
  26 Sep 2013 0 repositories listed
• Causal Discovery with Continuous Additive Noise Models
  26 Sep 2013 0 repositories listed
• Cyclic Causal Discovery from Continuous Equilibrium Data
  26 Sep 2013 0 repositories listed
• Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure
  26 Sep 2013 0 repositories listed
• Learning Sparse Causal Models is not NP-hard
  26 Sep 2013 0 repositories listed
• Causal discovery with scale-mixture model for spatiotemporal variance dependencies
  1 Dec 2012 0 repositories listed
• On Causal Discovery with Cyclic Additive Noise Models
  1 Dec 2011 0 repositories listed
• Causal discovery in multiple models from different experiments
  1 Dec 2010 0 repositories listed
• Nonlinear causal discovery with additive noise models
  1 Dec 2008 0 repositories listed