| A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling | Nov 19, 2021 | Causal InferencePrediction | CodeCode Available | 1 |
| A framework for causal segmentation analysis with machine learning in large-scale digital experiments | Nov 1, 2021 | Causal Inference | CodeCode Available | 1 |
| VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries | Oct 27, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 |
| Optimization-based Causal Estimation from Heterogenous Environments | Sep 24, 2021 | Causal Inference | CodeCode Available | 1 |
| Uncovering Main Causalities for Long-tailed Information Extraction | Sep 11, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Incremental Graph Convolution for Recommender System Retraining | Aug 16, 2021 | Causal InferenceRecommendation Systems | CodeCode Available | 1 |
| Towards Unbiased Visual Emotion Recognition via Causal Intervention | Jul 26, 2021 | Causal InferenceEmotion Recognition | CodeCode Available | 1 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Algorithmic Causal Effect Identification with causaleffect | Jul 9, 2021 | Causal Inference | CodeCode Available | 1 |
| Spatiotemporal information conversion machine for time-series prediction | Jul 3, 2021 | Causal InferencePrediction | CodeCode Available | 1 |
| The Causal-Neural Connection: Expressiveness, Learnability, and Inference | Jul 2, 2021 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Causal Reinforcement Learning using Observational and Interventional Data | Jun 28, 2021 | Causal InferenceModel-based Reinforcement Learning | CodeCode Available | 1 |
| CausalNLP: A Practical Toolkit for Causal Inference with Text | Jun 15, 2021 | Causal Inference | CodeCode Available | 1 |
| Variational Causal Networks: Approximate Bayesian Inference over Causal Structures | Jun 14, 2021 | Bayesian InferenceCausal Inference | CodeCode Available | 1 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Federated Estimation of Causal Effects from Observational Data | May 31, 2021 | Causal InferenceGaussian Processes | CodeCode Available | 1 |
| An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks | May 7, 2021 | Causal InferenceFault localization | CodeCode Available | 1 |
| Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis | Apr 19, 2021 | Causal Inference | CodeCode Available | 1 |
| SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events | Mar 29, 2021 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| SEMgraph: An R Package for Causal Network Analysis of High-Throughput Data with Structural Equation Models | Mar 15, 2021 | Causal Inference | CodeCode Available | 1 |
| A Structural Causal Model for MR Images of Multiple Sclerosis | Mar 4, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
