| What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment | May 20, 2022 | Causal InferenceFairness | CodeCode Available | 0 |
| Causal Inference from Small High-dimensional Datasets | May 19, 2022 | Causal InferenceTransfer Learning | —Unverified | 0 |
| Framework for inferring empirical causal graphs from binary data to support multidimensional poverty analysis | May 12, 2022 | Causal InferenceRelation | CodeCode Available | 0 |
| SoK: Blockchain Decentralization | May 9, 2022 | Causal InferenceDescriptive | CodeCode Available | 1 |
| DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation | May 6, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions | May 5, 2022 | Causal Inference | CodeCode Available | 0 |
| XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction | May 3, 2022 | Causal InferenceInformation Retrieval | CodeCode Available | 0 |
| CaM-Gen: Causally Aware Metric-Guided Text Generation | May 1, 2022 | Causal InferenceText Generation | —Unverified | 0 |
| Conceptualizing Treatment Leakage in Text-based Causal Inference | May 1, 2022 | Causal Inference | —Unverified | 0 |
| Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset | Apr 28, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Partial Identification of Dose Responses with Hidden Confounders | Apr 24, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Local Gaussian process extrapolation for BART models with applications to causal inference | Apr 23, 2022 | Causal InferenceGaussian Processes | —Unverified | 0 |
| An Efficient Approach for Optimizing the Cost-effective Individualized Treatment Rule Using Conditional Random Forest | Apr 23, 2022 | Causal Inference | CodeCode Available | 0 |
| Adversarial Estimators | Apr 22, 2022 | Causal InferenceEconometrics | —Unverified | 0 |
| A unified theory of information transfer and causal relation | Apr 21, 2022 | Causal InferenceRelation | —Unverified | 0 |
| Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction | Apr 20, 2022 | Causal InferencePrediction | —Unverified | 0 |
| Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition | Apr 17, 2022 | Causal InferenceFacial Action Unit Detection | —Unverified | 0 |
| Causal Disentanglement with Network Information for Debiased Recommendations | Apr 14, 2022 | Causal InferenceDisentanglement | —Unverified | 0 |
| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Discovery and Causal Learning for Fire Resistance Evaluation: Incorporating Domain Knowledge | Apr 11, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Machine Learning and Deep Learning -- A review for Ecologists | Apr 11, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Causality, Causal Discovery, and Causal Inference in Structural Engineering | Apr 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets | Mar 29, 2022 | Causal InferenceDomain Adaptation | CodeCode Available | 0 |
| SurvCaus : Representation Balancing for Survival Causal Inference | Mar 29, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
