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TitleStatusHype
Towards Understanding Gender Bias in Relation ExtractionCode0
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation—0
MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems—0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
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
Counterfactual Regularization for Model-Based Reinforcement Learning—0
Removing input features via a generative model to explain their attributions to classifier's decisions—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
Tree-based Synthetic Control Methods: Consequences of moving the US Embassy—0
Counterfactual Story Reasoning and GenerationCode0
Counterfactual Depth from a Single RGB ImageCode0
It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution—0
Counterfactual Risk Assessments, Evaluation, and FairnessCode0
Counterfactual Distribution Regression for Structured Inference—0
Forward-Selected Panel Data Approach for Program EvaluationCode0
Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking—0
LoRMIkA: Local rule-based model interpretability with k-optimal associations—0
Measurable Counterfactual Local Explanations for Any Classifier—0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Long-Term Macroeconomic Effects of Climate Change: A Cross-Country Analysis—0
Tagging modality in Oceanic languages of Melanesia—0
Bandits with Feedback Graphs and Switching Costs—0
Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce ProductsCode0
Info Intervention—0
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