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TitleStatusHype
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis—0
C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues—0
Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings—0
Model-Based Counterfactual Synthesizer for Interpretation—0
Counterfactual Graphs for Explainable Classification of Brain NetworksCode0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
Counterfactual Explanations for Machine Learning: Challenges Revisited—0
Counterfactual Explanations as Interventions in Latent SpaceCode0
Harmonization with Flow-based Causal InferenceCode0
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention costCode0
Conterfactual Generative Zero-Shot Semantic Segmentation—0
Counterfactual Maximum Likelihood Estimation for Training Deep NetworksCode0
Extending counterfactual accounts of intent to include oblique intent—0
Counterfactual Explanations Can Be Manipulated—0
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning—0
Did I do that? Blame as a means to identify controlled effects in reinforcement learningCode0
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph NetworkCode0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests—0
A unified logical framework for explanations in classifier systems—0
What if This Modified That? Syntactic Interventions via Counterfactual EmbeddingsCode0
Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving—0
D2CFR: Minimize Counterfactual Regret with Deep Dueling Neural Network—0
Variational Causal Autoencoder for Interventional and Counterfactual Queries—0
Partial Identification of Counterfactual Distributions—0
Counterfactual Invariance to Spurious Correlations in Text Classification—0
ML Agent Safety Mechanisms based on Counterfactual Planning—0
Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model—0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Two Sample Unconditional Quantile Effect—0
To do or not to do: finding causal relations in smart homes—0
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
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
Learning from Ambiguous Labels for Lung Nodule Malignancy PredictionCode0
Neural Networks for Learning Counterfactual G-Invariances from Single EnvironmentsCode0
DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss—0
δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates—0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
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