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counterfactual

Papers

Showing 21012150 of 2765 papers

TitleStatusHype
Learning to reason about and to act on physical cascading events0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision0
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer0
Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements0
Less is More: Attention Supervision with Counterfactuals for Text Classification0
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning0
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE0
Leveraging Contextual Counterfactuals Toward Belief Calibration0
Leveraging counterfactual concepts for debugging and improving CNN model performance0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies0
Leveraging Uncertainties to Infer Preferences: Robust Analysis of School Choice0
Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning0
Life Sequence Transformer: Generative Modelling for Counterfactual Simulation0
LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data0
Double Robust Representation Learning for Counterfactual PredictionCode0
SemEval-2020 Task 5: Counterfactual RecognitionCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model ChangeCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Learning Audio Concepts from Counterfactual Natural LanguageCode0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
Learning by exporting with a dose-response functionCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
Learning Causally Disentangled Representations via the Principle of Independent Causal MechanismsCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling studyCode0
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary PronounsCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Dynamic Causal Collaborative FilteringCode0
Semiparametric Counterfactual RegressionCode0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Counterfactual Explanations Using Optimization With Constraint LearningCode0
Learning Counterfactual Representations for Estimating Individual Dose-Response CurvesCode0
Counterfactual Explanations of Neural Network-Generated Response CurvesCode0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
Post Reinforcement Learning InferenceCode0
Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor SignalsCode0
Counterfactual Explanations for Natural Language InterfacesCode0
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect EstimatorsCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Counterfactual Explanations for Models of CodeCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
Learning from Ambiguous Labels for Lung Nodule Malignancy PredictionCode0
AKEW: Assessing Knowledge Editing in the WildCode0
Effective Explanations for Entity Resolution ModelsCode0
The Label Complexity of Active Learning from Observational DataCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
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