| Stability of Linear Structural Equation Models of Causal Inference | May 16, 2019 | Causal InferenceSociology | —Unverified | 0 |
| An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter | May 4, 2019 | Causal Inference | —Unverified | 0 |
| Learning Information Propagation in the Dynamical Systems via Information Bottleneck Hierarchy | May 1, 2019 | Causal InferenceClustering | —Unverified | 0 |
| Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data | Apr 30, 2019 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Beauty Learning and Counterfactual Inference | Apr 24, 2019 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A unifying approach for doubly-robust _1 regularized estimation of causal contrasts | Apr 7, 2019 | Causal InferenceEconometrics | —Unverified | 0 |
| What can be estimated? Identifiability, estimability, causal inference and ill-posed inverse problems | Apr 4, 2019 | Causal Inference | —Unverified | 0 |
| Machine Learning Methods Economists Should Know About | Mar 24, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Size of Interventional Markov Equivalence Classes in Random DAG Models | Mar 5, 2019 | Causal InferenceExperimental Design | —Unverified | 0 |
| Machine learning in policy evaluation: new tools for causal inference | Mar 1, 2019 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| On Robustness of Principal Component Regression | Feb 28, 2019 | Art AnalysisCausal Inference | —Unverified | 0 |
| On Multi-Cause Causal Inference with Unobserved Confounding: Counterexamples, Impossibility, and Alternatives | Feb 27, 2019 | Causal InferenceSensitivity | —Unverified | 0 |
| Classifying Treatment Responders Under Causal Effect Monotonicity | Feb 14, 2019 | Causal InferenceClassification | —Unverified | 0 |
| Robust Multi-instance Learning with Stable Instances | Feb 13, 2019 | Causal Inferenceimage-classification | —Unverified | 0 |
| Weighted Tensor Completion for Time-Series Causal Inference | Feb 12, 2019 | Causal InferenceTime Series | CodeCode Available | 0 |
| Using Embeddings to Correct for Unobserved Confounding in Networks | Feb 11, 2019 | Causal Inferencevalid | CodeCode Available | 1 |
| When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks | Feb 9, 2019 | Causal InferenceVisual Reasoning | CodeCode Available | 0 |
| Fair Decisions Despite Imperfect Predictions | Feb 8, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| On L_2-consistency of nearest neighbor matching | Feb 6, 2019 | Causal InferenceDomain Adaptation | —Unverified | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 |
| Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders | Feb 1, 2019 | Causal InferenceTime Series | CodeCode Available | 0 |
| Causal Discovery with a Mixture of DAGs | Jan 28, 2019 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data | Jan 24, 2019 | Causal Inference | —Unverified | 0 |
| Shared Causal Paths underlying Alzheimer's dementia and Type 2 Diabetes | Jan 16, 2019 | Causal InferenceVocal Bursts Type Prediction | —Unverified | 0 |
| Variable Importance Clouds: A Way to Explore Variable Importance for the Set of Good Models | Jan 10, 2019 | Causal Inferenceimage-classification | CodeCode Available | 0 |
| Estimating Buildings' Parameters over Time Including Prior Knowledge | Jan 9, 2019 | Causal Inferenceparameter estimation | CodeCode Available | 0 |
| A Bayesian Model for Bivariate Causal Inference | Dec 24, 2018 | BenchmarkingCausal Inference | —Unverified | 0 |
| Whittemore: An embedded domain specific language for causal programming | Dec 21, 2018 | Causal Inference | CodeCode Available | 0 |
| Balanced Linear Contextual Bandits | Dec 15, 2018 | Causal InferenceMulti-Armed Bandits | —Unverified | 0 |
| What is the Effect of Importance Weighting in Deep Learning? | Dec 8, 2018 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| Identifying the Effect of Persuasion | Dec 6, 2018 | Causal Inference | CodeCode Available | 0 |
| Identification and Estimation of Causal Effects from Dependent Data | Dec 1, 2018 | ArticlesCausal Inference | —Unverified | 0 |
| Representation Learning for Treatment Effect Estimation from Observational Data | Dec 1, 2018 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Explainable Genetic Inheritance Pattern Prediction | Dec 1, 2018 | Causal InferencePrediction | —Unverified | 0 |
| Estimating Causal Effects With Partial Covariates For Clinical Interpretability | Nov 26, 2018 | Causal Inference | —Unverified | 0 |
| Causal Inference by String Diagram Surgery | Nov 20, 2018 | Causal Inference | —Unverified | 0 |
| MALTS: Matching After Learning to Stretch | Nov 18, 2018 | Causal Inference | —Unverified | 0 |
| Explaining Deep Learning Models using Causal Inference | Nov 11, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| Connecting the Dots: Identifying Network Structure via Graph Signal Processing | Oct 31, 2018 | Causal Inferencegraph construction | —Unverified | 0 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 0 |
| Learning stable and predictive structures in kinetic systems: Benefits of a causal approach | Oct 28, 2018 | Causal InferenceModel Selection | —Unverified | 0 |
| Removing Hidden Confounding by Experimental Grounding | Oct 27, 2018 | Causal Inference | —Unverified | 0 |
| Adversarial Balancing for Causal Inference | Oct 17, 2018 | Causal Inference | CodeCode Available | 0 |
| Contextual Multi-Armed Bandits for Causal Marketing | Oct 2, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Early Identification of Pathogenic Social Media Accounts | Sep 25, 2018 | Causal InferenceCommunity Detection | —Unverified | 0 |
| Evaluating Fairness Metrics in the Presence of Dataset Bias | Sep 24, 2018 | Bias DetectionCausal Inference | —Unverified | 0 |
| Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models | Sep 23, 2018 | Causal InferenceClustering | CodeCode Available | 0 |
| Efficient Counterfactual Learning from Bandit Feedback | Sep 10, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Primer on Causality in Data Science | Sep 7, 2018 | Causal Inference | —Unverified | 0 |
