| Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects | Dec 9, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| CausalEGM: a general causal inference framework by encoding generative modeling | Dec 8, 2022 | Causal InferenceDecoder | CodeCode Available | 1 |
| On Root Cause Localization and Anomaly Mitigation through Causal Inference | Dec 8, 2022 | Anomaly DetectionCausal Inference | CodeCode Available | 1 |
| Neighborhood Adaptive Estimators for Causal Inference under Network Interference | Dec 7, 2022 | Causal InferenceFeature Engineering | —Unverified | 0 |
| Causal Inference via Style Transfer for Out-of-distribution Generalisation | Dec 6, 2022 | Causal InferenceImage Classification | CodeCode Available | 1 |
| Short-term shock, long-lasting payment: Evidence from the Lushan Earthquake | Dec 3, 2022 | Causal Inference | —Unverified | 0 |
| Evaluating Digital Agriculture Recommendations with Causal Inference | Nov 30, 2022 | Causal Inference | —Unverified | 0 |
| Logic and Commonsense-Guided Temporal Knowledge Graph Completion | Nov 30, 2022 | Causal InferenceKnowledge Graph Completion | CodeCode Available | 0 |
| Causal Inference with Conditional Instruments using Deep Generative Models | Nov 29, 2022 | Causal Inference | —Unverified | 0 |
| Causal Deep Reinforcement Learning Using Observational Data | Nov 28, 2022 | Autonomous DrivingCausal Inference | —Unverified | 0 |
| Antibiotic-dependent instability of homeostatic plasticity for growth and environmental load | Nov 27, 2022 | Causal Inference | —Unverified | 0 |
| Direct-Effect Risk Minimization for Domain Generalization | Nov 26, 2022 | Causal InferenceDomain Generalization | CodeCode Available | 0 |
| Causal Fairness Assessment of Treatment Allocation with Electronic Health Records | Nov 21, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Applications of statistical causal inference in software engineering | Nov 21, 2022 | Causal Inference | —Unverified | 0 |
| Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection | Nov 19, 2022 | Binary ClassificationCausal Inference | —Unverified | 0 |
| On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models | Nov 17, 2022 | Causal InferenceEconometrics | —Unverified | 0 |
| Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders | Nov 16, 2022 | Causal InferenceFairness | —Unverified | 0 |
| Weighted Sum-Rate Maximization With Causal Inference for Latent Interference Estimation | Nov 15, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Graph Neural Networks for Causal Inference Under Network Confounding | Nov 15, 2022 | Causal InferenceSelection bias | —Unverified | 0 |
| Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space | Nov 15, 2022 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation | Nov 8, 2022 | Causal InferenceProgram Synthesis | —Unverified | 0 |
| Deep Causal Learning: Representation, Discovery and Inference | Nov 7, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Evaluating Digital Tools for Sustainable Agriculture using Causal Inference | Nov 6, 2022 | Causal Inference | —Unverified | 0 |
| Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation | Nov 3, 2022 | AutoMLCausal Inference | CodeCode Available | 1 |
| A Bayesian Semiparametric Method For Estimating Causal Quantile Effects | Nov 3, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal Counterfactuals for Improving the Robustness of Reinforcement Learning | Nov 2, 2022 | Causal Inferencereinforcement-learning | CodeCode Available | 1 |
| Propensity score models are better when post-calibrated | Nov 2, 2022 | Causal Inference | CodeCode Available | 0 |
| Inference and Denoise: Causal Inference-based Neural Speech Enhancement | Nov 2, 2022 | Causal InferenceSpeech Enhancement | CodeCode Available | 1 |
| CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data | Oct 31, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Formalizing Statistical Causality via Modal Logic | Oct 30, 2022 | Causal Inference | —Unverified | 0 |
| Causal DAG extraction from a library of books or videos/movies | Oct 29, 2022 | Causal Inference | —Unverified | 0 |
| Spectral Representation Learning for Conditional Moment Models | Oct 29, 2022 | Causal InferenceRepresentation Learning | —Unverified | 0 |
| A Survey on Causal Representation Learning and Future Work for Medical Image Analysis | Oct 28, 2022 | Causal InferenceMedical Image Analysis | CodeCode Available | 0 |
| Sample-Specific Root Causal Inference with Latent Variables | Oct 27, 2022 | Causal Inference | —Unverified | 0 |
| Dynamic Survival Transformers for Causal Inference with Electronic Health Records | Oct 25, 2022 | Causal InferenceSurvival Analysis | —Unverified | 0 |
| Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network | Oct 25, 2022 | Adversarial RobustnessCausal Inference | —Unverified | 0 |
| LMPriors: Pre-Trained Language Models as Task-Specific Priors | Oct 22, 2022 | Causal InferenceCommon Sense Reasoning | —Unverified | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph Attention | —Unverified | 0 |
| Granger causal inference on DAGs identifies genomic loci regulating transcription | Oct 18, 2022 | Causal Inference | CodeCode Available | 1 |
| Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis | Oct 18, 2022 | Causal Inference | —Unverified | 0 |
| A Mixing Time Lower Bound for a Simplified Version of BART | Oct 17, 2022 | Causal Inferenceregression | —Unverified | 0 |
| Distributionally Robust Causal Inference with Observational Data | Oct 15, 2022 | Causal InferenceSensitivity | —Unverified | 0 |
| Fair Effect Attribution in Parallel Online Experiments | Oct 15, 2022 | AttributeCausal Inference | —Unverified | 0 |
| On the Identifiability and Estimation of Causal Location-Scale Noise Models | Oct 13, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Developing a general-purpose clinical language inference model from a large corpus of clinical notes | Oct 12, 2022 | Causal InferenceDecoder | —Unverified | 0 |
| Sample Constrained Treatment Effect Estimation | Oct 12, 2022 | Causal Inference | CodeCode Available | 0 |
| Deep Counterfactual Estimation with Categorical Background Variables | Oct 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders | Oct 11, 2022 | Causal Inference | CodeCode Available | 0 |
| Causal and Counterfactual Views of Missing Data Models | Oct 11, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 |
