| Training a Resilient Q-Network against Observational Interference | Feb 18, 2021 | Causal InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning | Feb 1, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| CDS -- Causal Inference with Deep Survival Model and Time-varying Covariates | Jan 26, 2021 | Causal InferenceRecommendation Systems | CodeCode Available | 1 |
| dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference | Jan 6, 2021 | Causal Inferencefeature selection | CodeCode Available | 1 |
| Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution | Dec 2, 2020 | Causal InferenceGPU | CodeCode Available | 1 |
| Reconsidering Generative Objectives For Counterfactual Reasoning | Dec 1, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Invariant Representation Learning for Treatment Effect Estimation | Nov 24, 2020 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Adversarial Counterfactual Learning and Evaluation for Recommender System | Nov 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Autoregressive Flows | Nov 4, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Instrumental Variable Identification of Dynamic Variance Decompositions | Nov 2, 2020 | Causal Inference | CodeCode Available | 1 |
| Causal Inference for Spatial Treatments | Oct 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method | Oct 22, 2020 | BlockingCausal Inference | CodeCode Available | 1 |
| A Graph Neural Network Framework for Causal Inference in Brain Networks | Oct 14, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 1 |
| Counterfactual Variable Control for Robust and Interpretable Question Answering | Oct 12, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects | Sep 18, 2020 | Causal InferenceEpidemiology | CodeCode Available | 1 |
| Long-Term Effect Estimation with Surrogate Representation | Aug 19, 2020 | Causal Inference | CodeCode Available | 1 |
| Autoregressive flow-based causal discovery and inference | Jul 18, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| When deep learning meets causal inference: a computational framework for drug repurposing from real-world data | Jul 16, 2020 | Causal Inference | CodeCode Available | 1 |
| ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion | Jun 22, 2020 | Causal InferenceChinese Reading Comprehension | CodeCode Available | 1 |
| 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 intersectionality for fair ranking | Jun 15, 2020 | Causal InferenceFairness | CodeCode Available | 1 |
| Learning Individually Inferred Communication for Multi-Agent Cooperation | Jun 11, 2020 | Causal InferenceMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Counterfactual VQA: A Cause-Effect Look at Language Bias | Jun 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Automatic Detection of Influential Actors in Disinformation Networks | May 21, 2020 | Causal Inference | CodeCode Available | 1 |
| Causal Modeling of Twitter Activity During COVID-19 | May 16, 2020 | Causal InferenceDescriptive | CodeCode Available | 1 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| A Practical Introduction to Bayesian Estimation of Causal Effects: Parametric and Nonparametric Approaches | Apr 15, 2020 | Bayesian InferenceCausal Inference | CodeCode Available | 1 |
| Invariant Causal Prediction for Block MDPs | Mar 12, 2020 | Causal InferencePrediction | CodeCode Available | 1 |
| Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding | Mar 3, 2020 | Causal InferenceSensitivity | CodeCode Available | 1 |
| Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis | Feb 1, 2020 | Causal InferenceDynamic Time Warping | CodeCode Available | 1 |
| Variable-lag Granger Causality for Time Series Analysis | Dec 18, 2019 | Causal InferenceLeadership Inference | CodeCode Available | 1 |
| Masked Gradient-Based Causal Structure Learning | Oct 18, 2019 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Estimating Transfer Entropy via Copula Entropy | Oct 10, 2019 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Using Embeddings to Correct for Unobserved Confounding in Networks | Feb 11, 2019 | Causal Inferencevalid | CodeCode Available | 1 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Causal Effect Inference with Deep Latent-Variable Models | May 24, 2017 | Causal Inference | CodeCode Available | 1 |
| Double/Debiased Machine Learning for Treatment and Causal Parameters | Jul 30, 2016 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Estimating individual treatment effect: generalization bounds and algorithms | Jun 13, 2016 | Causal InferenceGeneralization Bounds | CodeCode Available | 1 |
| Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning | Jul 7, 2025 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Quantum Neural Networks for Propensity Score Estimation and Survival Analysis in Observational Biomedical Studies | Jun 24, 2025 | Causal InferenceSelection bias | —Unverified | 0 |
| Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction | Jun 24, 2025 | Causal InferenceCPU | —Unverified | 0 |
| Bayesian Evolutionary Swarm Architecture: A Formal Epistemic System Grounded in Truth-Based Competition | Jun 23, 2025 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| T-CPDL: A Temporal Causal Probabilistic Description Logic for Developing Logic-RAG Agent | Jun 23, 2025 | Causal InferenceDecision Making | —Unverified | 0 |
| Causal Interventions in Bond Multi-Dealer-to-Client Platforms | Jun 22, 2025 | Causal Inference | —Unverified | 0 |
| An Empirical Comparison of Weak-IV-Robust Procedures in Just-Identified Models | Jun 22, 2025 | Causal Inference | —Unverified | 0 |
| International Trade and Intellectual Property | Jun 21, 2025 | Causal Inference | —Unverified | 0 |
| From Prompts to Constructs: A Dual-Validity Framework for LLM Research in Psychology | Jun 20, 2025 | Causal Inference | —Unverified | 0 |
