| Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation | Sep 17, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios | Sep 16, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Game-theoretic Objective Space Planning | Sep 16, 2022 | Autonomous Vehiclescounterfactual | CodeCode Available | 0 |
| Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango | Sep 16, 2022 | Code Completioncounterfactual | —Unverified | 0 |
| Semi-supervised Batch Learning From Logged Data | Sep 15, 2022 | counterfactual | —Unverified | 0 |
| Machine Reading, Fast and Slow: When Do Models "Understand" Language? | Sep 15, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Bias Challenges in Counterfactual Data Augmentation | Sep 12, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes | Sep 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation | Sep 7, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Estimating the Effects of Syrian Civil War | Sep 7, 2022 | counterfactualHumanitarian | —Unverified | 0 |
| Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces | Sep 2, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Formalising the Robustness of Counterfactual Explanations for Neural Networks | Aug 31, 2022 | counterfactual | CodeCode Available | 0 |
| Partial Counterfactual Identification for Infinite Horizon Partially Observable Markov Decision Process | Aug 31, 2022 | counterfactualQ-Learning | —Unverified | 0 |
| RAGUEL: Recourse-Aware Group Unfairness Elimination | Aug 30, 2022 | Attributecounterfactual | —Unverified | 0 |
| Deep Structural Causal Shape Models | Aug 23, 2022 | counterfactualImage Segmentation | —Unverified | 0 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Twin Papers: A Simple Framework of Causal Inference for Citations via Coupling | Aug 21, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Disentangled Representation with Causal Constraints for Counterfactual Fairness | Aug 19, 2022 | counterfactualFairness | —Unverified | 0 |
| Intersection of Parallels as an Early Stopping Criterion | Aug 19, 2022 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Transcending XAI Algorithm Boundaries through End-User-Inspired Design | Aug 18, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| The Counterfactual-Shapley Value: Attributing Change in System Metrics | Aug 17, 2022 | Attributecounterfactual | —Unverified | 0 |
| Approximated Doubly Robust Search Relevance Estimation | Aug 16, 2022 | counterfactual | —Unverified | 0 |
| Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization | Aug 16, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects | Aug 13, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems | Aug 13, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Probabilistic Variational Causal Approach in Observational Studies | Aug 12, 2022 | counterfactual | —Unverified | 0 |
| Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation | Aug 10, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| SKDCGN: Source-free Knowledge Distillation of Counterfactual Generative Networks using cGANs | Aug 8, 2022 | counterfactualKnowledge Distillation | CodeCode Available | 0 |
| Learning to Learn to Predict Performance Regressions in Production at Meta | Aug 8, 2022 | counterfactualPrediction | —Unverified | 0 |
| Counterfactual Fairness Is Basically Demographic Parity | Aug 7, 2022 | counterfactualFairness | —Unverified | 0 |
| Forecasting Algorithms for Causal Inference with Panel Data | Aug 6, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Difference-in-Differences with a Misclassified Treatment | Aug 4, 2022 | counterfactual | —Unverified | 0 |
| GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations | Aug 4, 2022 | counterfactualGraph Classification | —Unverified | 0 |
| Differentially Private Counterfactuals via Functional Mechanism | Aug 4, 2022 | counterfactualvalid | —Unverified | 0 |
| From Workplace to Residence: The Spillover Effects of Minimum Wage Policies on Local Housing Markets | Aug 3, 2022 | counterfactual | —Unverified | 0 |
| SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences | Aug 3, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers | Aug 3, 2022 | counterfactualImage Generation | —Unverified | 0 |
| Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification | Aug 1, 2022 | counterfactualPerson Re-Identification | —Unverified | 0 |
| PASTA: A Dataset for Modeling Participant States in Narratives | Jul 31, 2022 | BenchmarkingCommon Sense Reasoning | —Unverified | 0 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 |
| Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation | Jul 21, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems | Jul 19, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Outcome-Guided Counterfactuals for Reinforcement Learning Agents from a Jointly Trained Generative Latent Space | Jul 15, 2022 | counterfactualReinforcement Learning (RL) | —Unverified | 0 |
| A Query-Optimal Algorithm for Finding Counterfactuals | Jul 14, 2022 | counterfactual | —Unverified | 0 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Causal Conceptions of Fairness and their Consequences | Jul 12, 2022 | counterfactualDecision Making | —Unverified | 0 |
| SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare | Jul 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval | Jul 9, 2022 | Content-Based Image Retrievalcounterfactual | —Unverified | 0 |
| On the Relationship Between Counterfactual Explainer and Recommender | Jul 9, 2022 | Collaborative Filteringcounterfactual | —Unverified | 0 |