| Designing Counterfactual Generators using Deep Model Inversion | Sep 29, 2021 | counterfactualImage Generation | —Unverified | 0 | 0 |
| Design Information Disclosure under Bidder Heterogeneity in Online Advertising Auctions: Implications of Bid-Adherence Behavior | Oct 7, 2024 | counterfactual | —Unverified | 0 | 0 |
| Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning | May 15, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation | May 26, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Deriving Bounds and Inequality Constraints Using LogicalRelations Among Counterfactuals | Jul 1, 2020 | counterfactual | —Unverified | 0 | 0 |
| Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering | May 21, 2025 | counterfactualDenoising | —Unverified | 0 | 0 |
| Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier | Oct 21, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 | 0 |
| Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences | Mar 9, 2022 | counterfactualObject | —Unverified | 0 | 0 |
| Actionable Recourse via GANs for Mobile Health | Nov 12, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Demographic Biases of Crowd Workers in Key Opinion Leaders Finding | Oct 18, 2021 | counterfactual | —Unverified | 0 | 0 |
| Demand and Welfare Analysis in Discrete Choice Models with Social Interactions | May 10, 2019 | counterfactualDiscrete Choice Models | —Unverified | 0 | 0 |
| Delayed and Indirect Impacts of Link Recommendations | Mar 17, 2023 | counterfactual | —Unverified | 0 | 0 |
| A Partial Initialization Strategy to Mitigate the Overfitting Problem in CATE Estimation with Hidden Confounding | Jan 15, 2025 | counterfactual | —Unverified | 0 | 0 |
| Deep Structural Causal Shape Models | Aug 23, 2022 | counterfactualImage Segmentation | —Unverified | 0 | 0 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data | Oct 28, 2020 | counterfactualManagement | —Unverified | 0 | 0 |
| CLEAR: Causal Explanations from Attention in Neural Recommenders | Oct 7, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| A Two-Stage Mechanism for Demand Response Markets | May 24, 2022 | counterfactualVocal Bursts Valence Prediction | —Unverified | 0 | 0 |
| Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation | Aug 10, 2022 | counterfactualData Augmentation | —Unverified | 0 | 0 |
| Deep Learning with Logged Bandit Feedback | Jan 1, 2018 | counterfactualDeep Learning | —Unverified | 0 | 0 |
| Clarity: an improved gradient method for producing quality visual counterfactual explanations | Nov 22, 2022 | counterfactual | —Unverified | 0 | 0 |
| Attribution-based Explanations that Provide Recourse Cannot be Robust | May 31, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory | Jan 17, 2020 | counterfactualDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Circuit-Based Intrinsic Methods to Detect Overfitting | Jul 3, 2019 | counterfactualMemorization | —Unverified | 0 | 0 |
| Deep Convolutional Neural Networks for Pairwise Causality | Jan 3, 2017 | AttributeCausal Discovery | —Unverified | 0 | 0 |