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counterfactual

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Showing 351–400 of 2765 papers

TitleStatusHype
Counterfactual Generator: A Weakly-Supervised Method for Named Entity RecognitionCode1
Causal Inference for Spatial TreatmentsCode1
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender BiasCode1
CoCo: Controllable Counterfactuals for Evaluating Dialogue State TrackersCode1
Investigating and Simplifying Masking-based Saliency Methods for Model InterpretabilityCode1
On the Fairness of Causal Algorithmic RecourseCode1
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Counterfactual Variable Control for Robust and Interpretable Question AnsweringCode1
Social Commonsense Reasoning with Multi-Head Knowledge AttentionCode1
Reward Machines: Exploiting Reward Function Structure in Reinforcement LearningCode1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
Instance-based Counterfactual Explanations for Time Series ClassificationCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
On Robustness and Bias Analysis of BERT-based Relation ExtractionCode1
MeLIME: Meaningful Local Explanation for Machine Learning ModelsCode1
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep LearningCode1
Information Theoretic Counterfactual Learning from Missing-Not-At-Random FeedbackCode1
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
What-If Motion Prediction for Autonomous DrivingCode1
Counterfactual Evaluation of Slate Recommendations with Sequential Reward InteractionsCode1
Autoregressive flow-based causal discovery and inferenceCode1
Counterfactual Data Augmentation using Locally Factored DynamicsCode1
Causal Discovery in Physical Systems from VideosCode1
Enabling Counterfactual Survival Analysis with Balanced RepresentationsCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
Algorithmic recourse under imperfect causal knowledge: a probabilistic approachCode1
Counterfactual VQA: A Cause-Effect Look at Language BiasCode1
Randomized Entity-wise Factorization for Multi-Agent Reinforcement LearningCode1
CausaLM: Causal Model Explanation Through Counterfactual Language ModelsCode1
Accelerated Convergence for Counterfactual Learning to RankCode1
A Ladder of Causal DistancesCode1
Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in dataCode1
Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Code1
Multi-Objective Counterfactual ExplanationsCode1
Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline EvaluationCode1
SCOUT: Self-aware Discriminant Counterfactual ExplanationsCode1
Counterfactual Policy Evaluation for Decision-Making in Autonomous DrivingCode1
Counterfactual Samples Synthesizing for Robust Visual Question AnsweringCode1
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial NetworksCode1
Transformers as Soft Reasoners over LanguageCode1
Algorithmic Recourse: from Counterfactual Explanations to InterventionsCode1
Decisions, Counterfactual Explanations and Strategic BehaviorCode1
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced RepresentationsCode1
Model-Agnostic Counterfactual Explanations for Consequential DecisionsCode1
Counterfactual Visual ExplanationsCode1
Stable-Predictive Optimistic Counterfactual Regret MinimizationCode1
Single Deep Counterfactual Regret MinimizationCode1
The Music Streaming Sessions DatasetCode1
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