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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 3 of 8: papers 201 to 300 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.

• Learning Relational Causal Models with Cycles through Relational Acyclification
  25 Aug 2022 1 repository listed
• Learning Linear Non-Gaussian Polytree Models
  13 Aug 2022 1 repository listed
• CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods
  2 Aug 2022 1 repository listed
• Improved Churn Causal Analysis Through Restrained High‑Dimensional Feature Space Efects in Financial Institutions
  27 Jul 2022 1 repository listed
• Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
  19 Jul 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• A Meta-Reinforcement Learning Algorithm for Causal Discovery
  18 Jul 2022 1 repository listed
• BusyBot: Learning to Interact, Reason, and Plan in a BusyBoard Environment
  17 Jul 2022 1 repository listed
• Causal Discovery using Model Invariance through Knockoff Interventions
  8 Jul 2022 1 repository listed
• A Large Scale Search Dataset for Unbiased Learning to Rank
  7 Jul 2022 1 repository listed
• Reframed GES with a Neural Conditional Dependence Measure
  17 Jun 2022 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Large-Scale Differentiable Causal Discovery of Factor Graphs
  15 Jun 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
  13 Jun 2022 1 repository listed
• Active Bayesian Causal Inference
  4 Jun 2022 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis
  4 Jun 2022 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples)
• BaCaDI: Bayesian Causal Discovery with Unknown Interventions
  3 Jun 2022 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models
  27 May 2022 1 repository listed
• Amortized Inference for Causal Structure Learning
  25 May 2022 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 0 violated, 1 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
• Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices)
  19 May 2022 1 repository listed
• Causal discovery under a confounder blanket
  11 May 2022 1 repository listed
• Causal Discovery of Macroeconomic State-Space Models
  5 Apr 2022 1 repository listed
• Do learned representations respect causal relationships?
  2 Apr 2022 1 repository listed
• Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data
  29 Mar 2022 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
  9 Mar 2022 1 repository listed
• Differentiable Causal Discovery Under Latent Interventions
  4 Mar 2022 1 repository listed
• Interventions, Where and How? Experimental Design for Causal Models at Scale
  3 Mar 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Local Constraint-Based Causal Discovery under Selection Bias
  3 Mar 2022 1 repository listed
• Causal Domain Adaptation with Copula Entropy based Conditional Independence Test
  27 Feb 2022 1 repository listed
• Causal discovery for observational sciences using supervised machine learning
  25 Feb 2022 1 repository listed
• Investigating the effect of binning on causal discovery
  23 Feb 2022 1 repository listed
• Deep End-to-end Causal Inference
  4 Feb 2022 1 repository listed
• Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions
  14 Jan 2022 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• FedDAG: Federated DAG Structure Learning
  7 Dec 2021 1 repository listed
• BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
  6 Dec 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Causal Discovery with Flow-based Conditional Density Estimation
  5 Dec 2021 1 repository listed
• CCSL: A Causal Structure Learning Method from Multiple Unknown Environments
  18 Nov 2021 1 repository listed
• Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias
  7 Nov 2021 1 repository listed
• Causal Discovery in Linear Structural Causal Models with Deterministic Relations
  30 Oct 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Path Signature Area-Based Causal Discovery in Coupled Time Series
  23 Oct 2021 1 repository listed
• Simultaneous Missing Value Imputation and Structure Learning with Groups
  15 Oct 2021 1 repository listed
• Variance Minimization in the Wasserstein Space for Invariant Causal Prediction
  13 Oct 2021 1 repository listed
• Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery
  9 Oct 2021 1 repository listed
• Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes
  8 Sep 2021 1 repository listed Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• Learning Neural Causal Models with Active Interventions
  6 Sep 2021 1 repository listed
• Multiple imputation and test-wise deletion for causal discovery with incomplete cohort data
  30 Aug 2021 1 repository listed
• DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions
  27 Aug 2021 1 repository listed Syntology official: harvested for another paper · 0 ran · 3 unverified (of 3 harvested samples)
• The Effect of Noise Level on Causal Identification with Additive Noise Models
  24 Aug 2021 1 repository listed
• Typing assumptions improve identification in causal discovery
  22 Jul 2021 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
  2 Jul 2021 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 14 harvested samples)
• On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization
  5 Jun 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions
  2 Jun 2021 1 repository listed
• Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation
  20 May 2021 1 repository listed
• Ordering-Based Causal Discovery with Reinforcement Learning
  14 May 2021 1 repository listed
• Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data
  16 Apr 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Scalable Causal Domain Adaptation
  27 Feb 2021 1 repository listed
• Tractable Computation of Expected Kernels
  21 Feb 2021 1 repository listed
• Causality and independence in perfectly adapted dynamical systems
  28 Jan 2021 1 repository listed
• Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification
  12 Nov 2020 1 repository listed
• Causal Discovery using Compression-Complexity Measures
  19 Oct 2020 1 repository listed
• Neural Additive Vector Autoregression Models for Causal Discovery in Time Series
  19 Oct 2020 1 repository listed
• Differentiable Causal Discovery Under Unmeasured Confounding
  14 Oct 2020 1 repository listed
• Using Unsupervised Learning to Help Discover the Causal Graph
  22 Sep 2020 1 repository listed
• Information-Theoretic Approximation to Causal Models
  29 Jul 2020 1 repository listed
• Differentiable Causal Discovery from Interventional Data
  3 Jul 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• High-recall causal discovery for autocorrelated time series with latent confounders
  3 Jul 2020 1 repository listed
• Causal Discovery in Physical Systems from Videos
  1 Jul 2020 1 repository listed Syntology 6 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
  18 Jun 2020 1 repository listed
• Supervised Whole DAG Causal Discovery
  8 Jun 2020 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 13 harvested samples)
• copent: Estimating Copula Entropy and Transfer Entropy in R
  27 May 2020 1 repository listed
• Distributional robustness of K-class estimators and the PULSE
  7 May 2020 1 repository listed
• A Ladder of Causal Distances
  5 May 2020 1 repository listed
• Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets
  7 Mar 2020 1 repository listed
• Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning
  11 Jan 2020 1 repository listed
• Quantile Causal Discovery
  1 Jan 2020 1 repository listed
• Towards Robust Relational Causal Discovery
  5 Dec 2019 1 repository listed
• Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering
  1 Dec 2019 1 repository listed
• Towards Efficient Local Causal Structure Learning
  3 Oct 2019 1 repository listed
• Likelihood-Free Overcomplete ICA and Applications in Causal Discovery
  4 Sep 2019 1 repository listed
• Causal Discovery with Reinforcement Learning
  11 Jun 2019 1 repository listed
• Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation
  4 Jun 2019 1 repository listed
• Causal Discovery with Attention-Based Convolutional Neural Networks
  7 Jan 2019 1 repository listed
• Causal Discovery in the Presence of Missing Data
  11 Jul 2018 1 repository listed
• Algebraic Equivalence of Linear Structural Equation Models
  10 Jul 2018 1 repository listed
• Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders
  9 Jul 2018 1 repository listed
• A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias
  5 May 2018 1 repository listed
• Efficient Sampling and Structure Learning of Bayesian Networks
  21 Mar 2018 1 repository listed
• Structural Agnostic Modeling: Adversarial Learning of Causal Graphs
  13 Mar 2018 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples)
• Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery
  31 Jan 2018 1 repository listed
• Causal Generative Neural Networks
  24 Nov 2017 1 repository listed
• Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information
  5 Sep 2017 1 repository listed
• Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
  6 Apr 2017 1 repository listed
• Causal Learning via Manifold Regularization
  16 Dec 2016 1 repository listed
• Revisiting Classifier Two-Sample Tests
  20 Oct 2016 1 repository listed
• Ancestral Causal Inference
  22 Jun 2016 1 repository listed
• Dependence versus Conditional Dependence in Local Causal Discovery from Gene Expression Data
  28 Jul 2014 1 repository listed
• Lower Bounds on the Size of Markov Equivalence Classes
  26 Jun 2025 0 repositories listed
• Causal discovery in deterministic discrete LTI-DAE systems
  25 Jun 2025 0 repositories listed
• Exploring Big Five Personality and AI Capability Effects in LLM-Simulated Negotiation Dialogues
  19 Jun 2025 0 repositories listed
• Time-Varying Home Field Advantage in Football: Learning from a Non-Stationary Causal Process
  13 Jun 2025 0 repositories listed
• Conditional Local Independence Testing with Application to Dynamic Causal Discovery
  9 Jun 2025 0 repositories listed
• Nonlinear Causal Discovery for Grouped Data
  5 Jun 2025 0 repositories listed

Syntology lines on 22 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.