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counterfactual

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TitleStatusHype
Instance-based Counterfactual Explanations for Time Series ClassificationCode1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control—0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement ModelingCode0
How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User EngagementCode0
Matching in Selective and Balanced Representation Space for Treatment Effects Estimation—0
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable RecoursesCode0
On Robustness and Bias Analysis of BERT-based Relation ExtractionCode1
Sufficient Dimension Reduction for Average Causal Effect Estimation—0
MeLIME: Meaningful Local Explanation for Machine Learning ModelsCode1
The Intriguing Relation Between Counterfactual Explanations and Adversarial Examples—0
CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets—0
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep LearningCode1
RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning—0
Information Theoretic Counterfactual Learning from Missing-Not-At-Random FeedbackCode1
PolSIRD: Modeling Epidemic Spread under Intervention Policies—0
Model extraction from counterfactual explanationsCode0
Causal Inference in Possibly Nonlinear Factor ModelsCode0
Adversarial Learning for Counterfactual FairnessCode0
The Advantage Regret-Matching Actor-Critic—0
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to RankCode0
PermuteAttack: Counterfactual Explanation of Machine Learning Credit ScorecardsCode0
What-If Motion Prediction for Autonomous DrivingCode1
Hi-CI: Deep Causal Inference in High Dimensions—0
Counterfactual-based minority oversampling for imbalanced classification—0
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models—0
Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement—0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP ModelsCode2
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates—0
Purely Bayesian counterfactuals versus Newcomb's paradox—0
Counterfactual Explanation Based on Gradual Construction for Deep Networks—0
SemEval-2020 Task 5: Counterfactual RecognitionCode0
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler—0
BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation modelsCode0
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent—0
Unconditional Quantile Regression with High Dimensional Data—0
Counterfactual Evaluation of Slate Recommendations with Sequential Reward InteractionsCode1
Score-Based Explanations in Data Management and Machine Learning—0
Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for RankingCode0
Semi-supervised Learning From Demonstration Through Program Synthesis: An Inspection Robot Case Study—0
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals—0
The Historical Impact of Anthropogenic Climate Change on Global Agricultural Productivity—0
Treatment Effects with Targeting Instruments—0
Unlocking the Potential of Deep Counterfactual Value Networks—0
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution—0
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