| Cause and Effect: Can Large Language Models Truly Understand Causality? | Feb 28, 2024 | Causal DiscoveryCausal Identification | —Unverified | 0 |
| CausalX: Causal Explanations and Block Multilinear Factor Analysis | Feb 25, 2021 | Computational Efficiencycounterfactual | —Unverified | 0 |
| Assessing the Sensitivity of Synthetic Control Treatment Effect Estimates to Misspecification Error | Dec 30, 2020 | counterfactualSensitivity | —Unverified | 0 |
| Counterfactual Metarules for Local and Global Recourse | May 29, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Causal World Models by Unsupervised Deconfounding of Physical Dynamics | Dec 28, 2020 | counterfactual | —Unverified | 0 |
| Assessing the Impact of Upselling in Online Fantasy Sports | Sep 1, 2024 | counterfactual | —Unverified | 0 |
| Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms | Apr 9, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Memorization in Neural Language Models | Dec 24, 2021 | counterfactualLanguage Modeling | —Unverified | 0 |
| Counterfactual (Non-)identifiability of Learned Structural Causal Models | Jan 22, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Prediction for Bundle Treatment | Dec 1, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Causal Unit Selection using Tractable Arithmetic Circuits | Apr 10, 2024 | counterfactual | —Unverified | 0 |
| A Counterfactual Explanation Framework for Retrieval Models | Sep 1, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction | Oct 17, 2020 | counterfactual | —Unverified | 0 |
| Assessing Systematic Weaknesses of DNNs using Counterfactuals | Aug 3, 2023 | AttributeAutonomous Driving | —Unverified | 0 |
| Counterfactually Fair Regression with Double Machine Learning | Mar 21, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Data Augmentations for Improved (Large) Language Model Generalization | Oct 19, 2023 | Attributecounterfactual | —Unverified | 0 |
| A General Neural Causal Model for Interactive Recommendation | Oct 30, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Learning with General Data-generating Policies | Dec 4, 2022 | counterfactualDecision Making | —Unverified | 0 |
| ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions | Apr 22, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Assessing Heterogeneity of Treatment Effects | Jun 26, 2023 | counterfactual | —Unverified | 0 |
| Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion | Apr 22, 2022 | counterfactualInformation Retrieval | —Unverified | 0 |
| Counterfactually Evaluating Explanations in Recommender Systems | Mar 2, 2022 | counterfactualRecommendation Systems | —Unverified | 0 |
| Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing | Jan 10, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal Repair of Learning-enabled Cyber-physical Systems | Apr 6, 2023 | counterfactualDiagnostic | —Unverified | 0 |
| A Sparsity Algorithm with Applications to Corporate Credit Rating | Jul 21, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Ablation Based Counterfactuals | Jun 12, 2024 | counterfactual | —Unverified | 0 |
| A framework for predicting, interpreting, and improving Learning Outcomes | Oct 6, 2020 | counterfactualPrediction Intervals | —Unverified | 0 |
| Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery | Mar 6, 2024 | counterfactualDisentanglement | —Unverified | 0 |
| A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization | Sep 15, 2024 | counterfactualMulti-Label Classification | —Unverified | 0 |
| Causal policy ranking | Nov 16, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Operator Discovery in Partial Differential Equations via Counterfactual Physics-Informed Neural Networks | Jun 25, 2025 | counterfactual | —Unverified | 0 |
| A Short Remark on Analogical Reasoning | Oct 6, 2019 | counterfactual | —Unverified | 0 |
| A General Framework for Counterfactual Learning-to-Rank | Apr 30, 2018 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactually Guided Off-policy Transfer in Clinical Settings | Jun 20, 2020 | counterfactualDecision Making | —Unverified | 0 |
| A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations | Oct 9, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| A framework for massive scale personalized promotion | Aug 27, 2021 | counterfactual | —Unverified | 0 |
| CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution | Dec 21, 2021 | counterfactualPrediction | —Unverified | 0 |
| Causal modelling without introducing counterfactuals or abstract distributions | Jul 24, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Semiparametric Approach to Causal Inference | Nov 1, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Learning for Machine Translation: Degeneracies and Solutions | Nov 23, 2017 | counterfactualMachine Translation | —Unverified | 0 |
| A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls | Jun 25, 2019 | counterfactualTime Series | —Unverified | 0 |
| A Counterfactual Analysis of the Dishonest Casino | May 24, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Artificial Intelligence and Economic Theories | Mar 20, 2017 | counterfactual | —Unverified | 0 |
| Causal Links Between Anthropogenic Emissions and Air Pollution Dynamics in Delhi | Mar 24, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density | Apr 20, 2024 | counterfactual | —Unverified | 0 |
| Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation | Nov 14, 2024 | Collaborative Filteringcounterfactual | —Unverified | 0 |
| Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation | Jul 28, 2017 | counterfactualMachine Translation | —Unverified | 0 |
| Transfer Learning for Individual Treatment Effect Estimation | Oct 1, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal K-Means Clustering | May 5, 2024 | Clusteringcounterfactual | —Unverified | 0 |
| A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data | Jul 9, 2021 | Benchmarkingcounterfactual | —Unverified | 0 |