| Sensitivity Maps of the Hilbert-Schmidt Independence Criterion | Nov 2, 2016 | Causal Inferencefeature selection | —Unverified | 0 |
| Limits to causal inference with state-space reconstruction for infectious disease | Oct 29, 2016 | Causal InferenceSensitivity | —Unverified | 0 |
| ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data | Sep 12, 2016 | Causal Inference | —Unverified | 0 |
| The Inflation Technique for Causal Inference with Latent Variables | Sep 2, 2016 | Causal Inference | —Unverified | 0 |
| Identifying Causal Relations Using Parallel Wikipedia Articles | Aug 1, 2016 | ArticlesCausal Inference | —Unverified | 0 |
| Double/Debiased Machine Learning for Treatment and Causal Parameters | Jul 30, 2016 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Contrast Set Mining | Jul 20, 2016 | Causal Inference | —Unverified | 0 |
| From Dependence to Causation | Jul 12, 2016 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Retrospective Causal Inference with Machine Learning Ensembles: An Application to Anti-Recidivism Policies in Colombia | Jul 11, 2016 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Ancestral Causal Inference | Jun 22, 2016 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| The Crossover Process: Learnability and Data Protection from Inference Attacks | Jun 13, 2016 | Causal InferenceFairness | —Unverified | 0 |
| Estimating individual treatment effect: generalization bounds and algorithms | Jun 13, 2016 | Causal InferenceGeneralization Bounds | CodeCode Available | 1 |
| Causal Bandits: Learning Good Interventions via Causal Inference | Jun 10, 2016 | Causal Inference | —Unverified | 0 |
| Learning Representations for Counterfactual Inference | May 12, 2016 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data | May 2, 2016 | Causal Inference | CodeCode Available | 0 |
| Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index | Mar 30, 2016 | Causal Inference | —Unverified | 0 |
| Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies | Mar 10, 2016 | Causal InferenceTime Series | —Unverified | 0 |
| Causal inference for data-driven debugging and decision making in cloud computing | Mar 4, 2016 | Causal InferenceCloud Computing | —Unverified | 0 |
| Recommendations as Treatments: Debiasing Learning and Evaluation | Feb 17, 2016 | Causal InferenceRecommendation Systems | —Unverified | 0 |
| Private Causal Inference | Dec 17, 2015 | Causal Inference | —Unverified | 0 |
| Causal and anti-causal learning in pattern recognition for neuroimaging | Dec 15, 2015 | Causal Inference | —Unverified | 0 |
| MERLiN: Mixture Effect Recovery in Linear Networks | Dec 3, 2015 | Causal InferenceEEG | CodeCode Available | 0 |
| Emoticons vs. Emojis on Twitter: A Causal Inference Approach | Oct 28, 2015 | Causal Inference | —Unverified | 0 |
| Causal Model Analysis using Collider v-structure with Negative Percentage Mapping | Sep 16, 2015 | Causal Inference | —Unverified | 0 |
| Markov Boundary Discovery with Ridge Regularized Linear Models | Sep 14, 2015 | Causal InferenceDimensionality Reduction | —Unverified | 0 |
| Sampling-based Causal Inference in Cue Combination and its Neural Implementation | Sep 3, 2015 | Causal Inference | —Unverified | 0 |
| Real-time Top-K Predictive Query Processing over Event Streams | Aug 26, 2015 | Causal Inference | —Unverified | 0 |
| Causal Decision Trees | Aug 16, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Learning from Pairwise Marginal Independencies | Aug 2, 2015 | Causal Inference | —Unverified | 0 |
| Causal inference via algebraic geometry: feasibility tests for functional causal structures with two binary observed variables | Jun 12, 2015 | Causal Inference | —Unverified | 0 |
| Removing systematic errors for exoplanet search via latent causes | May 12, 2015 | AstronomyCausal Inference | CodeCode Available | 0 |
| Distinguishing Cause from Effect Based on Exogeneity | Apr 22, 2015 | Causal Inference | —Unverified | 0 |
| Telling cause from effect in deterministic linear dynamical systems | Mar 4, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Towards a Learning Theory of Cause-Effect Inference | Feb 9, 2015 | Causal InferenceGeneralization Bounds | CodeCode Available | 0 |
| A fast PC algorithm for high dimensional causal discovery with multi-core PCs | Feb 9, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations | Jan 27, 2015 | Causal InferenceProbabilistic Programming | —Unverified | 0 |
| Long-term causal effects via behavioral game theory | Jan 10, 2015 | Causal Inference | —Unverified | 0 |
| From dependency to causality: a machine learning approach | Dec 19, 2014 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Distinguishing cause from effect using observational data: methods and benchmarks | Dec 11, 2014 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components | Nov 14, 2014 | Causal InferenceTime Series | —Unverified | 0 |
| Bounding the Probability of Causation in Mediation Analysis | Nov 10, 2014 | Causal Inference | —Unverified | 0 |
| Non-linear Causal Inference using Gaussianity Measures | Sep 16, 2014 | Causal Inference | —Unverified | 0 |
| The Randomized Causation Coefficient | Sep 15, 2014 | Causal InferenceFeature Engineering | —Unverified | 0 |
| Attributes for Causal Inference in Longitudinal Observational Databases | Sep 3, 2014 | Causal Inferencefeature selection | —Unverified | 0 |
| Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality | Aug 9, 2014 | Causal InferenceGeneralization Bounds | —Unverified | 0 |
| Inferring causal structure: a quantum advantage | Jun 19, 2014 | Causal InferenceRelation | —Unverified | 0 |
| Causal Inference through a Witness Protection Program | Jun 2, 2014 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Beyond Bell's Theorem II: Scenarios with arbitrary causal structure | Apr 18, 2014 | Causal Inference | —Unverified | 0 |
| Counterfactual Estimation and Optimization of Click Metrics for Search Engines | Mar 7, 2014 | Causal Inferencecounterfactual | —Unverified | 0 |
| On the Intersection Property of Conditional Independence and its Application to Causal Discovery | Mar 3, 2014 | Causal DiscoveryCausal Inference | —Unverified | 0 |
