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TitleStatusHype
Beyond classical Hamilton's Rule. State distribution asymmetry and the dynamics of altruismCode0
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree EnsemblesCode0
FairyTED: A Fair Rating Predictor for TED Talk Data—0
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender SystemsCode0
Policy-Gradient Training of Fair and Unbiased Ranking FunctionsCode0
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling—0
Fair Data Adaptation with Quantile Preservation—0
On the computation of counterfactual explanations -- A surveyCode0
Question-Conditioned Counterfactual Image Generation for VQA—0
Fairness through Equality of Effort—0
Identification in discrete choice models with imperfect information—0
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation—0
Towards Understanding Gender Bias in Relation ExtractionCode0
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation—0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems—0
Generating Justifications for Norm-Related Agent Decisions—0
Evaluating Research Novelty Detection: Counterfactual Approaches—0
A Game Theoretic Approach to Class-wise Selective RationalizationCode0
Causal inference for climate change events from satellite image time series using computer vision and deep learning—0
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions—0
Learning Model-Agnostic Counterfactual Explanations for Tabular DataCode0
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness—0
Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference—0
Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach—0
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic ProgrammingCode0
Generative Learning of Counterfactual for Synthetic Control Applications in Econometrics—0
Counterfactual diagnosisCode0
Explaining image classifiers by removing input features using generative modelsCode0
Combining No-regret and Q-learningCode0
A Short Remark on Analogical Reasoning—0
CLEVRER: CoLlision Events for Video REpresentation and ReasoningCode0
Interrogating the Explanatory Power of Attention in Neural Machine TranslationCode0
Counterfactual States for Atari Agents via Generative Deep Learning—0
Learning the Difference that Makes a Difference with Counterfactually-Augmented DataCode0
CoPhy: Counterfactual Learning of Physical DynamicsCode0
Removing input features via a generative model to explain their attributions to classifier's decisions—0
Counterfactual Regularization for Model-Based Reinforcement Learning—0
Explaining Time Series by Counterfactuals—0
On Model Stability as a Function of Random SeedCode0
FACE: Feasible and Actionable Counterfactual Explanations—0
Explaining Visual Models by Causal Attribution—0
Learning from Bandit Feedback: An Overview of the State-of-the-art—0
Distributional conformal predictionCode0
Explainable Machine Learning in Deployment—0
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference ModelsCode0
Counterfactual Story Reasoning and GenerationCode0
Tree-based Synthetic Control Methods: Consequences of moving the US Embassy—0
Counterfactual Depth from a Single RGB ImageCode0
It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution—0
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