| Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving | Dec 9, 2021 | Causal InferenceWord Embeddings | CodeCode Available | 0 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning | Aug 17, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| AcceleratedLiNGAM: Learning Causal DAGs at the speed of GPUs | Mar 6, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Scalable Causal Domain Adaptation | Feb 27, 2021 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Treatment effects without multicollinearity? Temporal order and the Gram-Schmidt process in causal inference | Feb 27, 2024 | Causal InferenceReading Comprehension | CodeCode Available | 0 |
| Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review | Sep 14, 2020 | Causal InferenceModel Selection | CodeCode Available | 0 |
| A Fundamental Probabilistic Fuzzy Logic Framework Suitable for Causal Reasoning | May 30, 2022 | AttributeCausal Inference | CodeCode Available | 0 |
| Causally motivated Shortcut Removal Using Auxiliary Labels | May 13, 2021 | Causal InferenceDisentanglement | CodeCode Available | 0 |
| Leveraging text data for causal inference using electronic health records | Jun 9, 2023 | Causal InferenceImputation | CodeCode Available | 0 |
| Lifted Causal Inference in Relational Domains | Mar 15, 2024 | Causal Inference | CodeCode Available | 0 |
| Variance Minimization in the Wasserstein Space for Invariant Causal Prediction | Oct 13, 2021 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Causally Denoise Word Embeddings Using Half-Sibling Regression | Nov 24, 2019 | Causal Inferenceregression | CodeCode Available | 0 |
| Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery | Jun 10, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Causality-oriented robustness: exploiting general noise interventions | Jul 18, 2023 | Causal InferenceDomain Adaptation | CodeCode Available | 0 |
| Weather2vec: Representation Learning for Causal Inference with Non-Local Confounding in Air Pollution and Climate Studies | Sep 25, 2022 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies | Sep 22, 2024 | Causal Inference | CodeCode Available | 0 |
| Performance of Cross-Validated Targeted Maximum Likelihood Estimation | Sep 17, 2024 | Causal Inferenceregression | CodeCode Available | 0 |
| Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score-Based Estimators | Mar 21, 2025 | Causal Inferencevalid | CodeCode Available | 0 |
| A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations | Nov 25, 2019 | Causal Inferencecoreference-resolution | CodeCode Available | 0 |
| Estimation Beyond Data Reweighting: Kernel Method of Moments | May 18, 2023 | Causal Inference | CodeCode Available | 0 |
| LLMScan: Causal Scan for LLM Misbehavior Detection | Oct 22, 2024 | Causal Inference | CodeCode Available | 0 |
| An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits | Nov 9, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 |
| What is the Effect of Importance Weighting in Deep Learning? | Dec 8, 2018 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs | Oct 25, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data | Jun 9, 2022 | Causal Inferencestatistical independence testing | CodeCode Available | 0 |
