Methods › Causal inference › Papers, page 7

Causal inference

Papers archive 2025-07-28

archive papers tagged: 694 · with a code link: 218 · where Syntology ran a sample: 56 (49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (56 of 694 tagged: 49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 7 of 7: papers 601 to 694 of 694, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach
  4 Feb 2019 · 0 repositories · arXiv:1902.01073
• Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders
  1 Feb 2019 · 2 repositories · arXiv:1902.00450
  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) · 2 unverified (of 8 harvested samples)
• Causal Discovery with a Mixture of DAGs
  28 Jan 2019 · 0 repositories · arXiv:1901.09475
• Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data
  24 Jan 2019 · 0 repositories · arXiv:1901.08540
• A Bayesian Model for Bivariate Causal Inference
  24 Dec 2018 · 0 repositories · arXiv:1812.09895
• Balanced Linear Contextual Bandits
  15 Dec 2018 · 0 repositories · arXiv:1812.06227
• Identifying the Effect of Persuasion
  6 Dec 2018 · 1 repository · arXiv:1812.02276
• Explainable Genetic Inheritance Pattern Prediction
  1 Dec 2018 · 0 repositories · arXiv:1812.00259
• Identification and Estimation of Causal Effects from Dependent Data
  1 Dec 2018 · 0 repositories
• Causal Inference by String Diagram Surgery
  20 Nov 2018 · 0 repositories · arXiv:1811.08338
• Explaining Deep Learning Models using Causal Inference
  11 Nov 2018 · 0 repositories · arXiv:1811.04376
• Removing Hidden Confounding by Experimental Grounding
  27 Oct 2018 · 0 repositories · arXiv:1810.11646
• Challenges of Using Text Classifiers for Causal Inference
  1 Oct 2018 · 1 repository · arXiv:1810.00956
  Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Early Identification of Pathogenic Social Media Accounts
  25 Sep 2018 · 0 repositories · arXiv:1809.09331
• Evaluating Fairness Metrics in the Presence of Dataset Bias
  24 Sep 2018 · 0 repositories · arXiv:1809.09245
• Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models
  23 Sep 2018 · 1 repository · arXiv:1809.08568
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Learning Optimal Fair Policies
  6 Sep 2018 · 0 repositories · arXiv:1809.02244
• Understanding Perceptual and Conceptual Fluency at a Large Scale
  1 Sep 2018 · 0 repositories
• Transfer Learning for Estimating Causal Effects using Neural Networks
  23 Aug 2018 · 0 repositories · arXiv:1808.07804
• Discovering Context Specific Causal Relationships
  20 Aug 2018 · 0 repositories · arXiv:1808.06316
• Effect of secular trend in drug effectiveness study in real world data
  18 Aug 2018 · 0 repositories · arXiv:1808.06117
• Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms
  13 Aug 2018 · 0 repositories · arXiv:1808.04281
• Local Linear Forests
  30 Jul 2018 · 3 repositories · arXiv:1807.11408
• Cause-Effect Deep Information Bottleneck For Systematically Missing Covariates
  6 Jul 2018 · 0 repositories · arXiv:1807.02326
• Causal Inference for Early Detection of Pathogenic Social Media Accounts
  26 Jun 2018 · 0 repositories · arXiv:1806.09787
• Causal Inference with Noisy and Missing Covariates via Matrix Factorization
  3 Jun 2018 · 1 repository · arXiv:1806.00811
• Too Fast Causal Inference under Causal Insufficiency
  30 May 2018 · 0 repositories · arXiv:1806.00352
• Counterfactual Mean Embeddings
  22 May 2018 · 1 repository · arXiv:1805.08845
• Multiple Causal Inference with Latent Confounding
  21 May 2018 · 0 repositories · arXiv:1805.08273
• Consistent Estimation of Propensity Score Functions with Oversampled Exposed Subjects
  20 May 2018 · 1 repository · arXiv:1805.07684
• The Blessings of Multiple Causes
  17 May 2018 · 2 repositories · arXiv:1805.06826
• Machine Learning for Public Administration Research, with Application to Organizational Reputation
  11 May 2018 · 0 repositories · arXiv:1805.05409
• A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias
  5 May 2018 · 1 repository · arXiv:1805.02087
• Causal programming: inference with structural causal models as finding instances of a relation
  4 May 2018 · 0 repositories · arXiv:1805.01960
• Data science is science's second chance to get causal inference right: A classification of data science tasks
  28 Apr 2018 · 0 repositories · arXiv:1804.10846
• Causal Inference via Kernel Deviance Measures
  12 Apr 2018 · 0 repositories · arXiv:1804.04622
• Deep Learning for Causal Inference
  1 Mar 2018 · 0 repositories · arXiv:1803.00149
• A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection
  25 Feb 2018 · 0 repositories · arXiv:1802.08974
• Analysis of cause-effect inference by comparing regression errors
  19 Feb 2018 · 0 repositories · arXiv:1802.06698
• Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis
  14 Feb 2018 · 2 repositories · arXiv:1802.05046
• Counting and Sampling from Markov Equivalent DAGs Using Clique Trees
  5 Feb 2018 · 0 repositories · arXiv:1802.01239
• Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution
  11 Jan 2018 · 2 repositories · arXiv:1801.04016
• Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality
  2 Jan 2018 · 1 repository · arXiv:1801.00644
• Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms
  24 Dec 2017 · 0 repositories · arXiv:1712.08914
• Permutation-based Causal Inference Algorithms with Interventions
  1 Dec 2017 · 0 repositories
• Estimation Considerations in Contextual Bandits
  19 Nov 2017 · 0 repositories · arXiv:1711.07077
• Synth-Validation: Selecting the Best Causal Inference Method for a Given Dataset
  31 Oct 2017 · 0 repositories · arXiv:1711.00083
• A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence
  8 Aug 2017 · 0 repositories · arXiv:1708.02536
• Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference
  1 Aug 2017 · 0 repositories
• Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions
  20 Jul 2017 · 1 repository · arXiv:1707.06422
• FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
  19 Jul 2017 · 0 repositories · arXiv:1707.06315
• Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
  9 Jul 2017 · 0 repositories · arXiv:1707.02641
• Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data
  30 Jun 2017 · 0 repositories · arXiv:1706.10029
• Deep Counterfactual Networks with Propensity-Dropout
  19 Jun 2017 · 1 repository · arXiv:1706.05966
• Bias and high-dimensional adjustment in observational studies of peer effects
  14 Jun 2017 · 1 repository · arXiv:1706.04692
• Learning Causal Structures Using Regression Invariance
  26 May 2017 · 0 repositories · arXiv:1705.09644
• Estimation and Inference on Nonlinear and Heterogeneous Effects
  16 Mar 2017 · 0 repositories · arXiv:1703.05849
• Probabilistic Matching: Causal Inference under Measurement Errors
  13 Mar 2017 · 0 repositories · arXiv:1703.04334
• Causal Inference by Stochastic Complexity
  22 Feb 2017 · 0 repositories · arXiv:1702.06776
• Generalized Optimal Matching Methods for Causal Inference
  26 Dec 2016 · 0 repositories · arXiv:1612.08321
• Joint Causal Inference from Multiple Contexts
  30 Nov 2016 · 0 repositories · arXiv:1611.10351
• Entropic Causal Inference
  12 Nov 2016 · 1 repository · arXiv:1611.04035
• Sensitivity Maps of the Hilbert-Schmidt Independence Criterion
  2 Nov 2016 · 0 repositories · arXiv:1611.00555
• ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data
  12 Sep 2016 · 0 repositories · arXiv:1609.03540
• The Inflation Technique for Causal Inference with Latent Variables
  2 Sep 2016 · 0 repositories · arXiv:1609.00672
• Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Contrast Set Mining
  20 Jul 2016 · 0 repositories · arXiv:1607.05845
• From Dependence to Causation
  12 Jul 2016 · 0 repositories · arXiv:1607.03300
• Estimating individual treatment effect: generalization bounds and algorithms
  13 Jun 2016 · 4 repositories · arXiv:1606.03976
  Syntology 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) · 0 unverified (of 5 harvested samples)
• The Crossover Process: Learnability and Data Protection from Inference Attacks
  13 Jun 2016 · 0 repositories · arXiv:1606.04160
• Causal Bandits: Learning Good Interventions via Causal Inference
  10 Jun 2016 · 0 repositories · arXiv:1606.03203
• Learning Representations for Counterfactual Inference
  12 May 2016 · 1 repository · arXiv:1605.03661
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Private Causal Inference
  17 Dec 2015 · 0 repositories · arXiv:1512.05469
• Causal and anti-causal learning in pattern recognition for neuroimaging
  15 Dec 2015 · 0 repositories · arXiv:1512.04808
• Causal Model Analysis using Collider v-structure with Negative Percentage Mapping
  16 Sep 2015 · 0 repositories · arXiv:1509.04904
• Sampling-based Causal Inference in Cue Combination and its Neural Implementation
  3 Sep 2015 · 0 repositories · arXiv:1509.00998
• Causal Decision Trees
  16 Aug 2015 · 0 repositories · arXiv:1508.03812
• Learning from Pairwise Marginal Independencies
  2 Aug 2015 · 0 repositories · arXiv:1508.00280
• Removing systematic errors for exoplanet search via latent causes
  12 May 2015 · 1 repository · arXiv:1505.03036
• Telling cause from effect in deterministic linear dynamical systems
  4 Mar 2015 · 0 repositories · arXiv:1503.01299
• A fast PC algorithm for high dimensional causal discovery with multi-core PCs
  9 Feb 2015 · 0 repositories · arXiv:1502.02454
• Towards a Learning Theory of Cause-Effect Inference
  9 Feb 2015 · 1 repository · arXiv:1502.02398
• Distinguishing cause from effect using observational data: methods and benchmarks
  11 Dec 2014 · 0 repositories · arXiv:1412.3773
• Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components
  14 Nov 2014 · 0 repositories · arXiv:1411.3972
• Non-linear Causal Inference using Gaussianity Measures
  16 Sep 2014 · 0 repositories · arXiv:1409.4573
• The Randomized Causation Coefficient
  15 Sep 2014 · 0 repositories · arXiv:1409.4366
• Attributes for Causal Inference in Longitudinal Observational Databases
  3 Sep 2014 · 0 repositories · arXiv:1409.5774
• Inferring causal structure: a quantum advantage
  19 Jun 2014 · 0 repositories · arXiv:1406.5036
• Causal Inference through a Witness Protection Program
  2 Jun 2014 · 0 repositories · arXiv:1406.0531
• Counterfactual Estimation and Optimization of Click Metrics for Search Engines
  7 Mar 2014 · 0 repositories · arXiv:1403.1891
• Justifying Information-Geometric Causal Inference
  11 Feb 2014 · 0 repositories · arXiv:1402.2499
• Consistency of Causal Inference under the Additive Noise Model
  19 Dec 2013 · 0 repositories · arXiv:1312.5770
• Feedback Detection for Live Predictors
  10 Oct 2013 · 0 repositories · arXiv:1310.2931
• On the definition of a confounder
  2 Apr 2013 · 0 repositories · arXiv:1304.0564
• Counterfactual Reasoning and Learning Systems
  11 Sep 2012 · 0 repositories · arXiv:1209.2355