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TitleStatusHype
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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