| Causal Inference via Conditional Kolmogorov Complexity using MDL Binning | Oct 31, 2019 | Causal Inference | —Unverified | 0 |
| Bayesian causal inference via probabilistic program synthesis | Oct 30, 2019 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Causal inference for climate change events from satellite image time series using computer vision and deep learning | Oct 25, 2019 | AttributeCausal Inference | —Unverified | 0 |
| Strategic Classification is Causal Modeling in Disguise | Oct 23, 2019 | Causal InferenceClassification | —Unverified | 0 |
| Leveraging directed causal discovery to detect latent common causes | Oct 22, 2019 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal bootstrapping | Oct 21, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Testability of instrument validity under continuous endogenous variables | Oct 21, 2019 | Causal Inference | —Unverified | 0 |
| Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis | Oct 20, 2019 | Causal InferenceSurvival Analysis | CodeCode Available | 0 |
| Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference | Oct 18, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| Optimising Individual-Treatment-Effect Using Bandits | Oct 16, 2019 | Causal InferenceMarketing | CodeCode Available | 0 |
| Bimodular continuous attractor neural networks with static and moving stimuli | Oct 16, 2019 | Causal Inference | —Unverified | 0 |
| Comment on "Blessings of Multiple Causes" | Oct 11, 2019 | Causal Inferencevalid | —Unverified | 0 |
| The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data | Oct 11, 2019 | Causal InferenceFairness | —Unverified | 0 |
| Kernel-based Approach to Handle Mixed Data for Inferring Causal Graphs | Oct 7, 2019 | Causal Inference | —Unverified | 0 |
| Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation | Oct 4, 2019 | Causal Inferenceregression | —Unverified | 0 |
| Spike-based causal inference for weight alignment | Oct 3, 2019 | Causal InferenceEconometrics | CodeCode Available | 0 |
| Causal inference with Bayes rule | Oct 2, 2019 | Causal Inference | —Unverified | 0 |
| An introduction to flexible methods for policy evaluation | Oct 1, 2019 | Causal Inference | —Unverified | 0 |
| Debiased Bayesian inference for average treatment effects | Sep 26, 2019 | Bayesian InferenceCausal Inference | CodeCode Available | 0 |
| The fairness-accuracy landscape of neural classifiers | Sep 25, 2019 | AttributeCausal Inference | —Unverified | 0 |
| Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models | Sep 11, 2019 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Adversarial Orthogonal Regression: Two non-Linear Regressions for Causal Inference | Sep 10, 2019 | Causal Inferenceregression | —Unverified | 0 |
| Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback | Sep 9, 2019 | Causal InferenceRecommendation Systems | CodeCode Available | 0 |
| Large-Scale Local Causal Inference of Gene Regulatory Relationships | Sep 3, 2019 | Causal InferenceTriplet | CodeCode Available | 0 |
| Online Causal Inference for Advertising in Real-Time Bidding Auctions | Aug 22, 2019 | Causal InferenceExperimental Design | —Unverified | 0 |
| A Multi-level Neural Network for Implicit Causality Detection in Web Texts | Aug 18, 2019 | Causal InferenceFeature Engineering | CodeCode Available | 0 |
| Optimal Estimation of Generalized Average Treatment Effects using Kernel Optimal Matching | Aug 13, 2019 | Causal Inference | CodeCode Available | 0 |
| Transcriptional Response of SK-N-AS Cells to Methamidophos | Aug 11, 2019 | Anomaly DetectionCausal Inference | —Unverified | 0 |
| Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models | Jul 26, 2019 | Causal InferenceDecision Making | —Unverified | 0 |
| A neural network oracle for quantum nonlocality problems in networks | Jul 24, 2019 | Causal Inference | CodeCode Available | 0 |
| Info Intervention | Jul 24, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| A discriminative approach for finding and characterizing positivity violations using decision trees | Jul 18, 2019 | Causal Inferencevalid | —Unverified | 0 |
| Explaining Classifiers with Causal Concept Effect (CaCE) | Jul 16, 2019 | Causal Inference | —Unverified | 0 |
| Quantifying Error in the Presence of Confounders for Causal Inference | Jul 10, 2019 | Causal InferenceRepresentation Learning | —Unverified | 0 |
| Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference | Jul 9, 2019 | Causal Inference | —Unverified | 0 |
| Adjustment Criteria for Recovering Causal Effects from Missing Data | Jul 2, 2019 | Causal InferenceSelection bias | —Unverified | 0 |
| Identification In Missing Data Models Represented By Directed Acyclic Graphs | Jun 29, 2019 | Causal Inference | —Unverified | 0 |
| Causal Inference Under Interference And Network Uncertainty | Jun 29, 2019 | Causal Inference | —Unverified | 0 |
| Learning Causal State Representations of Partially Observable Environments | Jun 25, 2019 | Causal InferenceReinforcement Learning | —Unverified | 0 |
| A Bayesian Solution to the M-Bias Problem | Jun 17, 2019 | Causal Inference | —Unverified | 0 |
| Reinforcement Knowledge Graph Reasoning for Explainable Recommendation | Jun 12, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Learning Individual Causal Effects from Networked Observational Data | Jun 8, 2019 | Causal Inference | CodeCode Available | 0 |
| Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck | Jun 7, 2019 | Causal Inference | —Unverified | 0 |
| Adapting Neural Networks for the Estimation of Treatment Effects | Jun 5, 2019 | Causal Inference | CodeCode Available | 0 |
| Gradient-Based Neural DAG Learning | Jun 5, 2019 | Causal Inference | CodeCode Available | 0 |
| The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis | Jun 4, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference | Jun 2, 2019 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Measuring and Modeling Language Change | Jun 1, 2019 | Causal InferenceTwo-sample testing | —Unverified | 0 |
| Multiple Causes: A Causal Graphical View | May 30, 2019 | Causal Inferencevalid | —Unverified | 0 |
| Rarely-switching linear bandits: optimization of causal effects for the real world | May 30, 2019 | Causal InferenceMulti-Armed Bandits | —Unverified | 0 |
