| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Optimal Transport for Counterfactual Estimation: A Method for Causal Inference | Jan 18, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Doubly Robust Counterfactual Classification | Jan 15, 2023 | Classificationcounterfactual | —Unverified | 0 | 0 |
| Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs | Jan 20, 2024 | counterfactual | —Unverified | 0 | 0 |
| Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms | Dec 24, 2017 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Double Neural Counterfactual Regret Minimization | Dec 27, 2018 | counterfactualReinforcement Learning | —Unverified | 0 | 0 |
| Do No Harm: A Counterfactual Approach to Safe Reinforcement Learning | May 19, 2024 | counterfactualFriction | —Unverified | 0 | 0 |
| Constrained Online Decision-Making: A Unified Framework | May 11, 2025 | Active Learningcounterfactual | —Unverified | 0 | 0 |
| Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations | Jul 17, 2023 | counterfactual | —Unverified | 0 | 0 |
| Domain aware medical image classifier interpretation by counterfactual impact analysis | Jul 13, 2020 | counterfactual | —Unverified | 0 | 0 |
| Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank | Jun 9, 2018 | counterfactualLearning-To-Rank | —Unverified | 0 | 0 |
| Ambiguous Dynamic Treatment Regimes: A Reinforcement Learning Approach | Dec 8, 2021 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference | Jul 19, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 | 0 |
| Do Large Language Models Understand Logic or Just Mimick Context? | Feb 19, 2024 | counterfactualIn-Context Learning | —Unverified | 0 | 0 |
| Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates | Feb 8, 2024 | Code CompletionCode Generation | —Unverified | 0 | 0 |
| Consistent Counterfactuals for Deep Models | Oct 6, 2021 | counterfactualMedical Diagnosis | —Unverified | 0 | 0 |
| Bayesian Hierarchical Models for Counterfactual Estimation | Jan 21, 2023 | counterfactualFairness | —Unverified | 0 | 0 |
| Do Cure Violence Programs Reduce Gun Violence? Evidence from New York City | Jun 4, 2024 | counterfactual | —Unverified | 0 | 0 |
| Do Counterfactual Examples Complicate Adversarial Training? | Apr 16, 2024 | counterfactual | —Unverified | 0 | 0 |
| Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction | Oct 4, 2022 | counterfactualOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Bayesian Counterfactual Risk Minimization | Jun 29, 2018 | counterfactual | —Unverified | 0 | 0 |
| A Mathematical Programming Approach to Optimal Classification Forests | Nov 18, 2022 | Classificationcounterfactual | —Unverified | 0 | 0 |
| Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game | Sep 29, 2021 | counterfactualDeep Reinforcement Learning | —Unverified | 0 | 0 |
| DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation | Nov 16, 2021 | counterfactualDomain Adaptation | —Unverified | 0 | 0 |
| Connecting Multi-modal Contrastive Representations | May 22, 2023 | 3D Point Cloud Classificationcounterfactual | —Unverified | 0 | 0 |
| DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks | Oct 18, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates | Dec 5, 2021 | counterfactualDiversity | —Unverified | 0 | 0 |
| Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving | May 27, 2021 | counterfactual | —Unverified | 0 | 0 |
| Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information | Oct 29, 2024 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Diverse Generation for Multi-Agent Sports Games | Jun 1, 2019 | counterfactual | —Unverified | 0 | 0 |
| Diverse Counterfactual Explanations for Anomaly Detection in Time Series | Mar 21, 2022 | Anomaly Detectioncounterfactual | —Unverified | 0 | 0 |
| Conformal Counterfactual Inference under Hidden Confounding | May 20, 2024 | Causal InferenceConformal Prediction | —Unverified | 0 | 0 |
| Diverse and Lifespan Facial Age Transformation Synthesis with Identity Variation Rationality Metric | Jan 25, 2024 | counterfactualDiversity | —Unverified | 0 | 0 |
| Distribution Regression Difference-In-Differences | Sep 3, 2024 | counterfactualregression | —Unverified | 0 | 0 |
| Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems | Apr 12, 2025 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Bayesian Counterfactual Mean Embeddings and Off-Policy Evaluation | Nov 2, 2022 | counterfactualOff-policy evaluation | —Unverified | 0 | 0 |
| A Machine Teaching Framework for Scalable Recognition | Jan 1, 2021 | counterfactualSelf-Supervised Learning | —Unverified | 0 | 0 |
| Distribution-consistency Structural Causal Models | Jan 29, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Distributional synthetic controls | Jan 17, 2020 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Conditional Generative Models for Counterfactual Explanations | Jan 25, 2021 | counterfactualTime Series | —Unverified | 0 | 0 |
| Distributionally Robust Counterfactual Risk Minimization | Jun 14, 2019 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Distributional Difference-in-Differences Models with Multiple Time Periods | Aug 2, 2024 | counterfactual | —Unverified | 0 | 0 |
| Learning "What-if" Explanations for Sequential Decision-Making | Jul 2, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Distributional Counterfactual Analysis in High-Dimensional Setup | Feb 23, 2022 | counterfactualvalid | —Unverified | 0 | 0 |
| Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks | Aug 18, 2021 | counterfactualExplainable Models | —Unverified | 0 | 0 |
| Computing Rule-Based Explanations by Leveraging Counterfactuals | Oct 31, 2022 | counterfactual | —Unverified | 0 | 0 |
| Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion | Apr 24, 2020 | counterfactual | —Unverified | 0 | 0 |