| Learning Optimal Fair Policies | Sep 6, 2018 | Causal InferenceDecision Making | —Unverified | 0 |
| Understanding Perceptual and Conceptual Fluency at a Large Scale | Sep 1, 2018 | Causal Inference | —Unverified | 0 |
| Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors | Aug 25, 2018 | Causal Inferenceregression | —Unverified | 0 |
| Transfer Learning for Estimating Causal Effects using Neural Networks | Aug 23, 2018 | Causal InferenceTransfer Learning | —Unverified | 0 |
| Discovering Context Specific Causal Relationships | Aug 20, 2018 | Causal InferenceDecision Making | —Unverified | 0 |
| The Deconfounded Recommender: A Causal Inference Approach to Recommendation | Aug 20, 2018 | Causal InferenceRecommendation Systems | —Unverified | 0 |
| Effect of secular trend in drug effectiveness study in real world data | Aug 18, 2018 | AttributeCausal Inference | —Unverified | 0 |
| Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs | Aug 13, 2018 | Causal Inferenceregression | CodeCode Available | 0 |
| Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms | Aug 13, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Local Linear Forests | Jul 30, 2018 | Causal InferenceHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
| Applications of Common Entropy for Causal Inference | Jul 26, 2018 | Causal Inferencevalid | —Unverified | 0 |
| Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception | Jul 13, 2018 | Causal Inference | —Unverified | 0 |
| Cause-Effect Deep Information Bottleneck For Systematically Missing Covariates | Jul 6, 2018 | Causal Inference | —Unverified | 0 |
| Causal Inference for Early Detection of Pathogenic Social Media Accounts | Jun 26, 2018 | Causal InferenceCommunity Detection | —Unverified | 0 |
| Simplifying Probabilistic Expressions in Causal Inference | Jun 19, 2018 | Causal Inference | —Unverified | 0 |
| Surrogate Outcomes and Transportability | Jun 19, 2018 | Causal Inference | CodeCode Available | 0 |
| Interpretable Almost Matching Exactly for Causal Inference | Jun 18, 2018 | Causal Inference | CodeCode Available | 0 |
| Orthogonal Random Forest for Causal Inference | Jun 9, 2018 | Causal Inference | —Unverified | 0 |
| Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise | Jun 4, 2018 | Causal InferenceEEG | CodeCode Available | 0 |
| Causal Inference with Noisy and Missing Covariates via Matrix Factorization | Jun 3, 2018 | Causal InferenceMatrix Completion | CodeCode Available | 0 |
| Too Fast Causal Inference under Causal Insufficiency | May 30, 2018 | Causal Inference | —Unverified | 0 |
| Confounding-Robust Policy Improvement | May 22, 2018 | Causal Inference | —Unverified | 0 |
| Counterfactual Mean Embeddings | May 22, 2018 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Multiple Causal Inference with Latent Confounding | May 21, 2018 | Causal Inference | —Unverified | 0 |
| Super learning in the SAS system | May 21, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Consistent Estimation of Propensity Score Functions with Oversampled Exposed Subjects | May 20, 2018 | Causal Inference | CodeCode Available | 0 |
| The Blessings of Multiple Causes | May 17, 2018 | Causal Inference | CodeCode Available | 0 |
| Machine Learning for Public Administration Research, with Application to Organizational Reputation | May 11, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Bivariate Causal Discovery and its Applications to Gene Expression and Imaging Data Analysis | May 10, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Data science is science's second chance to get causal inference right: A classification of data science tasks | Apr 28, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal Inference via Kernel Deviance Measures | Apr 12, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| AFA-PredNet: The action modulation within predictive coding | Apr 11, 2018 | Causal InferencePrediction | —Unverified | 0 |
| Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond | Mar 29, 2018 | Causal InferenceTopic Models | —Unverified | 0 |
| Causal Inference for Survival Analysis | Mar 22, 2018 | Causal InferenceSurvival Analysis | —Unverified | 0 |
| Causal Inference on Discrete Data via Estimating Distance Correlations | Mar 21, 2018 | Causal Inference | —Unverified | 0 |
| Adversarial Generalized Method of Moments | Mar 19, 2018 | Causal InferenceClustering | CodeCode Available | 0 |
| Deep Learning for Causal Inference | Mar 1, 2018 | Causal InferenceDeep Learning | —Unverified | 0 |
| A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection | Feb 25, 2018 | Causal InferenceManagement | —Unverified | 0 |
| Learning Weighted Representations for Generalization Across Designs | Feb 23, 2018 | Causal InferenceDomain Adaptation | —Unverified | 0 |
| Analysis of cause-effect inference by comparing regression errors | Feb 19, 2018 | Causal Inferenceregression | —Unverified | 0 |
| Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration | Feb 19, 2018 | Causal Inference | —Unverified | 0 |
| DeepMatch: Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training | Feb 15, 2018 | Causal Inference | —Unverified | 0 |
| Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis | Feb 14, 2018 | BenchmarkingCausal Inference | CodeCode Available | 0 |
| Counting and Sampling from Markov Equivalent DAGs Using Clique Trees | Feb 5, 2018 | Causal Inference | —Unverified | 0 |
| Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery | Jan 31, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Causal Inference in Disease Spread across a Heterogeneous Social System | Jan 24, 2018 | Causal Inference | —Unverified | 0 |
| Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution | Jan 11, 2018 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality | Jan 2, 2018 | ArticlesCausal Inference | CodeCode Available | 0 |
