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TitleStatusHype
Conterfactual Generative Zero-Shot Semantic Segmentation—0
Optimal Counterfactual Explanations in Tree EnsemblesCode1
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention costCode0
Counterfactual Maximum Likelihood Estimation for Training Deep NetworksCode0
Extending counterfactual accounts of intent to include oblique intent—0
Empowering Language Understanding with Counterfactual ReasoningCode1
Counterfactual Explanations Can Be Manipulated—0
Model-agnostic and Scalable Counterfactual Explanations via Reinforcement LearningCode2
Learning from Counterfactual Links for Link PredictionCode1
Towards Robust Classification Model by Counterfactual and Invariant Data GenerationCode1
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph NetworkCode0
Counterfactual Data Augmentation for Neural Machine TranslationCode1
The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance ExplanationsCode1
PanoDR: Spherical Panorama Diminished Reality for Indoor ScenesCode1
Did I do that? Blame as a means to identify controlled effects in reinforcement learningCode0
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning—0
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests—0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
DISSECT: Disentangled Simultaneous Explanations via Concept TraversalsCode1
A unified logical framework for explanations in classifier systems—0
What if This Modified That? Syntactic Interventions via Counterfactual EmbeddingsCode0
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving—0
D2CFR: Minimize Counterfactual Regret with Deep Dueling Neural Network—0
ML Agent Safety Mechanisms based on Counterfactual Planning—0
Counterfactual Invariance to Spurious Correlations in Text Classification—0
Partial Identification of Counterfactual Distributions—0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Cooperative Multi-Agent Reinforcement Learning with Sequential Credit AssignmentCode1
Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model—0
Variational Causal Autoencoder for Interventional and Counterfactual Queries—0
To do or not to do: finding causal relations in smart homes—0
Two Sample Unconditional Quantile Effect—0
Personalized Counterfactual Fairness in RecommendationCode1
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation—0
CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space—0
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach—0
Convex optimization for actionable \& plausible counterfactual explanationsCode0
Causal Augmentation for Causal Sentence Classification—0
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction—0
Latent Event-Predictive Encodings through Counterfactual Regularization—0
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD GeneralizationCode1
Counterfactual Explanations for Neural RecommendersCode1
Difference-in-Differences Estimation with Spatial SpilloversCode3
Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities—0
Causality-based Counterfactual Explanation for Classification ModelsCode0
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation—0
Causes of Effects: Learning individual responses from population data—0
Universal Off-Policy EvaluationCode0
Heterogeneous-Agent Trajectory Forecasting Incorporating Class UncertaintyCode0
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