| Targeted VAE: Variational and Targeted Learning for Causal Inference | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Maximum Likelihood Estimation for Training Deep Networks | Jun 7, 2021 | counterfactualDomain Generalization | CodeCode Available | 0 |
| How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| ALMANACS: A Simulatability Benchmark for Language Model Explainability | Dec 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Offline Reinforcement Learning for Learning to Dispatch for Job Shop Scheduling | Sep 16, 2024 | Combinatorial Optimizationcounterfactual | CodeCode Available | 0 |
| RNN-based counterfactual prediction, with an application to homestead policy and public schooling | Dec 10, 2017 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Off-Policy Evaluation for Action-Dependent Non-Stationary Environments | Jan 24, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation | Mar 12, 2025 | counterfactualMisconceptions | CodeCode Available | 0 |
| When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank | Aug 24, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Constructions are Revealed in Word Distributions | Mar 8, 2025 | counterfactual | CodeCode Available | 0 |
| Counterfactually Probing Language Identity in Multilingual Models | Oct 29, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic Response | Feb 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| HyConEx: Hypernetwork classifier with counterfactual explanations | Mar 16, 2025 | counterfactual | CodeCode Available | 0 |
| ViCE: Visual Counterfactual Explanations for Machine Learning Models | Mar 5, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Constrained Sampling with Primal-Dual Langevin Monte Carlo | Nov 1, 2024 | Bayesian Inferencecounterfactual | CodeCode Available | 0 |
| HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge | Sep 10, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees | May 19, 2023 | counterfactualvalid | CodeCode Available | 0 |
| IDANI: Inference-time Domain Adaptation via Neuron-level Interventions | Jun 1, 2022 | counterfactualDomain Adaptation | CodeCode Available | 0 |
| Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles | May 27, 2022 | counterfactualvalid | CodeCode Available | 0 |
| Aligning (Medical) LLMs for (Counterfactual) Fairness | Aug 22, 2024 | counterfactualFairness | CodeCode Available | 0 |
| On Counterfactual Interventions in Vector Autoregressive Models | Jun 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| AI-Assisted Discovery of Quantitative and Formal Models in Social Science | Oct 2, 2022 | counterfactualSociology | CodeCode Available | 0 |
| One Explanation to Rule them All -- Ensemble Consistent Explanations | May 18, 2022 | Allcounterfactual | CodeCode Available | 0 |
| One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation | Dec 16, 2024 | Allcounterfactual | CodeCode Available | 0 |
