Browse State-of-the-Art › Causal Inference › Papers, page 17

Causal Inference

Papers archive 2025-07-28

archive papers tagged: 1,722 · with a code link: 575 · where Syntology ran a sample: 139 (116 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (139 of 1,722 tagged: 116 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument)

Page 17 of 18: papers 1,601 to 1,700 of 1,722, 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.

• Causal Inference for Early Detection of Pathogenic Social Media Accounts
  26 Jun 2018 0 repositories listed
• Simplifying Probabilistic Expressions in Causal Inference
  19 Jun 2018 0 repositories listed
• Too Fast Causal Inference under Causal Insufficiency
  30 May 2018 0 repositories listed
• Confounding-Robust Policy Improvement
  22 May 2018 0 repositories listed
• Multiple Causal Inference with Latent Confounding
  21 May 2018 0 repositories listed
• Super learning in the SAS system
  21 May 2018 0 repositories listed
• Machine Learning for Public Administration Research, with Application to Organizational Reputation
  11 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
• Data science is science's second chance to get causal inference right: A classification of data science tasks
  28 Apr 2018 0 repositories listed
• Causal Inference via Kernel Deviance Measures
  12 Apr 2018 0 repositories listed
• AFA-PredNet: The action modulation within predictive coding
  11 Apr 2018 0 repositories listed
• Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond
  29 Mar 2018 0 repositories listed
• Causal Inference for Survival Analysis
  22 Mar 2018 0 repositories listed
• Causal Inference on Discrete Data via Estimating Distance Correlations
  21 Mar 2018 0 repositories listed
• Deep Learning for Causal Inference
  1 Mar 2018 0 repositories listed
• A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection
  25 Feb 2018 0 repositories listed
• Learning Weighted Representations for Generalization Across Designs
  23 Feb 2018 0 repositories listed
• Analysis of cause-effect inference by comparing regression errors
  19 Feb 2018 0 repositories listed
• Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration
  19 Feb 2018 0 repositories listed
• DeepMatch: Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training
  15 Feb 2018 0 repositories listed
• Counting and Sampling from Markov Equivalent DAGs Using Clique Trees
  5 Feb 2018 0 repositories listed
• Causal Inference in Disease Spread across a Heterogeneous Social System
  24 Jan 2018 0 repositories listed
• On the difference between building and extracting patterns: a causal analysis of deep generative models.
  1 Jan 2018 0 repositories listed
• Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence
  28 Dec 2017 0 repositories listed
• Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms
  24 Dec 2017 0 repositories listed
• Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration
  22 Dec 2017 0 repositories listed
• Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment
  21 Dec 2017 0 repositories listed
• Permutation-based Causal Inference Algorithms with Interventions
  1 Dec 2017 0 repositories listed
• Causal nearest neighbor rules for optimal treatment regimes
  22 Nov 2017 0 repositories listed
• Estimation Considerations in Contextual Bandits
  19 Nov 2017 0 repositories listed
• Synth-Validation: Selecting the Best Causal Inference Method for a Given Dataset
  31 Oct 2017 0 repositories listed
• Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect
  16 Oct 2017 0 repositories listed
• A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence
  8 Aug 2017 0 repositories listed
• Feature Selection as Causal Inference: Experiments with Text Classification
  1 Aug 2017 0 repositories listed
• Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference
  1 Aug 2017 0 repositories listed
• The Inflation Technique Completely Solves the Causal Compatibility Problem
  20 Jul 2017 0 repositories listed
• FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
  19 Jul 2017 0 repositories listed
• Learning linear structural equation models in polynomial time and sample complexity
  15 Jul 2017 0 repositories listed
• Fast Restricted Causal Inference
  13 Jul 2017 0 repositories listed
• Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
  9 Jul 2017 0 repositories listed
• Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data
  30 Jun 2017 0 repositories listed
• Restricted Causal Inference Algorithm
  30 Jun 2017 0 repositories listed
• A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform
  8 Jun 2017 0 repositories listed
• Learning Causal Structures Using Regression Invariance
  26 May 2017 0 repositories listed
• Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion
  25 May 2017 0 repositories listed
• Auditing Search Engines for Differential Satisfaction Across Demographics
  24 May 2017 0 repositories listed
• RankPL: A Qualitative Probabilistic Programming Language
  19 May 2017 0 repositories listed
• GP CaKe: Effective brain connectivity with causal kernels
  16 May 2017 0 repositories listed
• Learning Quadratic Variance Function (QVF) DAG models via OverDispersion Scoring (ODS)
  28 Apr 2017 0 repositories listed
• Estimation and Inference on Nonlinear and Heterogeneous Effects
  16 Mar 2017 0 repositories listed
• Probabilistic Matching: Causal Inference under Measurement Errors
  13 Mar 2017 0 repositories listed
• Causal Inference by Stochastic Complexity
  22 Feb 2017 0 repositories listed
• Causal Inference on Multivariate and Mixed-Type Data
  21 Feb 2017 0 repositories listed
• Simple rules for complex decisions
  15 Feb 2017 0 repositories listed
• Interaction Information for Causal Inference: The Case of Directed Triangle
  30 Jan 2017 0 repositories listed
• Semidefinite tests for latent causal structures
  3 Jan 2017 0 repositories listed
• Generalized Optimal Matching Methods for Causal Inference
  26 Dec 2016 0 repositories listed
• Joint Causal Inference from Multiple Contexts
  30 Nov 2016 0 repositories listed
• Causal Inference in Observational Data
  15 Nov 2016 0 repositories listed
• Sensitivity Maps of the Hilbert-Schmidt Independence Criterion
  2 Nov 2016 0 repositories listed
• Limits to causal inference with state-space reconstruction for infectious disease
  29 Oct 2016 0 repositories listed
• ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data
  12 Sep 2016 0 repositories listed
• The Inflation Technique for Causal Inference with Latent Variables
  2 Sep 2016 0 repositories listed
• Identifying Causal Relations Using Parallel Wikipedia Articles
  1 Aug 2016 0 repositories listed
• Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Contrast Set Mining
  20 Jul 2016 0 repositories listed
• From Dependence to Causation
  12 Jul 2016 0 repositories listed
• Retrospective Causal Inference with Machine Learning Ensembles: An Application to Anti-Recidivism Policies in Colombia
  11 Jul 2016 0 repositories listed
• The Crossover Process: Learnability and Data Protection from Inference Attacks
  13 Jun 2016 0 repositories listed
• Causal Bandits: Learning Good Interventions via Causal Inference
  10 Jun 2016 0 repositories listed
• Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
  30 Mar 2016 0 repositories listed
• Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies
  10 Mar 2016 0 repositories listed
• Causal inference for data-driven debugging and decision making in cloud computing
  4 Mar 2016 0 repositories listed
• Recommendations as Treatments: Debiasing Learning and Evaluation
  17 Feb 2016 0 repositories listed
• Private Causal Inference
  17 Dec 2015 0 repositories listed
• Causal and anti-causal learning in pattern recognition for neuroimaging
  15 Dec 2015 0 repositories listed
• Emoticons vs. Emojis on Twitter: A Causal Inference Approach
  28 Oct 2015 0 repositories listed
• Causal Model Analysis using Collider v-structure with Negative Percentage Mapping
  16 Sep 2015 0 repositories listed
• Markov Boundary Discovery with Ridge Regularized Linear Models
  14 Sep 2015 0 repositories listed
• Sampling-based Causal Inference in Cue Combination and its Neural Implementation
  3 Sep 2015 0 repositories listed
• Real-time Top-K Predictive Query Processing over Event Streams
  26 Aug 2015 0 repositories listed
• Causal Decision Trees
  16 Aug 2015 0 repositories listed
• Learning from Pairwise Marginal Independencies
  2 Aug 2015 0 repositories listed
• Causal inference via algebraic geometry: feasibility tests for functional causal structures with two binary observed variables
  12 Jun 2015 0 repositories listed
• Distinguishing Cause from Effect Based on Exogeneity
  22 Apr 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
• Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations
  27 Jan 2015 0 repositories listed
• Long-term causal effects via behavioral game theory
  10 Jan 2015 0 repositories listed
• From dependency to causality: a machine learning approach
  19 Dec 2014 0 repositories listed
• Distinguishing cause from effect using observational data: methods and benchmarks
  11 Dec 2014 0 repositories listed
• Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components
  14 Nov 2014 0 repositories listed
• Bounding the Probability of Causation in Mediation Analysis
  10 Nov 2014 0 repositories listed
• Non-linear Causal Inference using Gaussianity Measures
  16 Sep 2014 0 repositories listed
• The Randomized Causation Coefficient
  15 Sep 2014 0 repositories listed
• Attributes for Causal Inference in Longitudinal Observational Databases
  3 Sep 2014 0 repositories listed
• Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality
  9 Aug 2014 0 repositories listed
• Inferring causal structure: a quantum advantage
  19 Jun 2014 0 repositories listed
• Causal Inference through a Witness Protection Program
  2 Jun 2014 0 repositories listed
• Beyond Bell's Theorem II: Scenarios with arbitrary causal structure
  18 Apr 2014 0 repositories listed