| Robust Identifiability in Linear Structural Equation Models of Causal Inference | Jul 14, 2020 | Causal Inferenceparameter estimation | —Unverified | 0 |
| Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference | Jul 10, 2020 | Causal InferenceManagement | —Unverified | 0 |
| Meta Learning for Causal Direction | Jul 6, 2020 | Causal InferenceMeta-Learning | —Unverified | 0 |
| Assessing External Validity Over Worst-case Subpopulations | Jul 5, 2020 | Causal Inferencevalid | CodeCode Available | 0 |
| A Perspective on Gaussian Processes for Earth Observation | Jul 2, 2020 | Causal InferenceEarth Observation | —Unverified | 0 |
| Learning to search efficiently for causally near-optimal treatments | Jul 2, 2020 | Causal InferenceReinforcement Learning (RL) | CodeCode Available | 0 |
| Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer's Continuum | Jun 23, 2020 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| A Causally Formulated Hazard Ratio Estimation through Backdoor Adjustment on Structural Causal Model | Jun 22, 2020 | Causal InferenceSurvival Analysis | —Unverified | 0 |
| ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion | Jun 22, 2020 | Causal InferenceChinese Reading Comprehension | CodeCode Available | 1 |
| Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org | Jun 20, 2020 | Causal InferenceFairness | —Unverified | 0 |
| Valid Causal Inference with (Some) Invalid Instruments | Jun 19, 2020 | Causal Inferencevalid | —Unverified | 0 |
| Disentangling User Interest and Conformity for Recommendation with Causal Embedding | Jun 19, 2020 | Causal Inference | CodeCode Available | 1 |
| Learning Invariant Representations for Reinforcement Learning without Reconstruction | Jun 18, 2020 | Causal InferenceMuJoCo | CodeCode Available | 1 |
| Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM) | Jun 16, 2020 | Causal InferenceFunctional Connectivity | CodeCode Available | 0 |
| Causal intersectionality for fair ranking | Jun 15, 2020 | Causal InferenceFairness | CodeCode Available | 1 |
| Causal Inference with Deep Causal Graphs | Jun 15, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Targeting Learning: Robust Statistics for Reproducible Research | Jun 12, 2020 | Causal InferenceSurvival Analysis | —Unverified | 0 |
| Learning Individually Inferred Communication for Multi-Agent Cooperation | Jun 11, 2020 | Causal InferenceMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Uncertainty promotes neuroreductionism: A behavioral online study on folk psychological causal inference from neuroimaging data | Jun 10, 2020 | AttributeCausal Inference | —Unverified | 0 |
| Regret Minimization for Causal Inference on Large Treatment Space | Jun 10, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects | Jun 8, 2020 | Causal InferencePhilosophy | CodeCode Available | 0 |
| Counterfactual VQA: A Cause-Effect Look at Language Bias | Jun 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Ensemble Learning with Statistical and Structural Models | Jun 7, 2020 | Causal InferenceEnsemble Learning | —Unverified | 0 |
| Identifying Causal Structure in Dynamical Systems | Jun 6, 2020 | Causal IdentificationCausal Inference | CodeCode Available | 0 |
| Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains | Jun 3, 2020 | Autonomous DrivingCausal Inference | —Unverified | 0 |
| Causal Bayesian Optimization | May 24, 2020 | Bayesian OptimizationCausal Inference | —Unverified | 0 |
| Studying Product Competition Using Representation Learning | May 21, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Automatic Detection of Influential Actors in Disinformation Networks | May 21, 2020 | Causal Inference | CodeCode Available | 1 |
| Principal Fairness for Human and Algorithmic Decision-Making | May 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal Modeling of Twitter Activity During COVID-19 | May 16, 2020 | Causal InferenceDescriptive | CodeCode Available | 1 |
| On the power of conditional independence testing under model-X | May 12, 2020 | Causal InferenceLEMMA | CodeCode Available | 0 |
| Counterfactual Propagation for Semi-Supervised Individual Treatment Effect Estimation | May 11, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates | May 1, 2020 | Causal Inference | —Unverified | 0 |
| Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles | May 1, 2020 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series | Apr 30, 2020 | Causal InferencePoint Processes | CodeCode Available | 0 |
| MultiMBNN: Matched and Balanced Causal Inference with Neural Networks | Apr 28, 2020 | Causal Inference | —Unverified | 0 |
| Causal Modeling with Stochastic Confounders | Apr 24, 2020 | Causal Inference | —Unverified | 0 |
| Learning Continuous Treatment Policy and Bipartite Embeddings for Matching with Heterogeneous Causal Effects | Apr 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Machine learning for causal inference: on the use of cross-fit estimators | Apr 21, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions | Apr 17, 2020 | Causal Inference | CodeCode Available | 0 |
| A Practical Introduction to Bayesian Estimation of Causal Effects: Parametric and Nonparametric Approaches | Apr 15, 2020 | Bayesian InferenceCausal Inference | CodeCode Available | 1 |
| Ivy: Instrumental Variable Synthesis for Causal Inference | Apr 11, 2020 | Causal InferenceEpidemiology | —Unverified | 0 |
| A category theoretical argument for causal inference | Apr 9, 2020 | Causal Inference | —Unverified | 0 |
| Causal Relational Learning | Apr 7, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Causal Inference of Script Knowledge | Apr 2, 2020 | Causal Inference | —Unverified | 0 |
| Identification Methods With Arbitrary Interventional Distributions as Inputs | Apr 2, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach | Apr 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| ParKCa: Causal Inference with Partially Known Causes | Mar 17, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Interpretable Personalization via Policy Learning with Linear Decision Boundaries | Mar 17, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
