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counterfactual

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TitleStatusHype
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation—0
Hindsight and Sequential Rationality of Correlated PlayCode0
Influence-Driven Explanations for Bayesian Network Classifiers—0
Learning from User Interactions with Rankings: A Unification of the Field—0
The Counterfactual NESS Definition of Causation—0
Unifying Online and Counterfactual Learning to RankCode1
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text—0
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractionsCode1
Model-free Neural Counterfactual Regret Minimization with Bootstrap Learning—0
Online learning with dynamics: A minimax perspective—0
Optimal Policy Trees—0
Detecting Trojaned DNNs Using Counterfactual Attributions—0
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender BiasCode1
HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection—0
BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting—0
Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals—0
Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements—0
NLU-Co at SemEval-2020 Task 5: NLU/SVM Based Model Apply Tocharacterise and Extract Counterfactual Items on Raw Data—0
YNU-oxz at SemEval-2020 Task 5: Detecting Counterfactuals Based on Ordered Neurons LSTM and Hierarchical Attention Network—0
BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles—0
Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding—0
Counterfactual Prediction for Bundle Treatment—0
Reconsidering Generative Objectives For Counterfactual ReasoningCode1
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen—0
What went wrong and when?\\ Instance-wise feature importance for time-series black-box models—0
Transdisciplinary AI Observatory -- Retrospective Analyses and Future-Oriented Contradistinctions—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning—0
Discovering Avoidable Planner Failures of Autonomous Vehicles using Counterfactual Analysis in Behaviorally Diverse Simulation—0
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's DecisionCode0
Game Plan: What AI can do for Football, and What Football can do for AICode0
Counterfactual Credit Assignment in Model-Free Reinforcement Learning—0
Declarative Approaches to Counterfactual Explanations for Classification—0
Shortcomings of Counterfactual Fairness and a Proposed Modification—0
One Explanation is Not Enough: Structured Attention Graphs for Image ClassificationCode1
Improving Offline Contextual Bandits with Distributional Robustness—0
COVID-Town: An Integrated Economic-Epidemiological Agent-Based Model—0
Learning Models for Actionable RecourseCode0
An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil—0
GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation BaselinesCode0
Offline Learning of Counterfactual Predictions for Real-World Robotic Reinforcement Learning—0
Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same EndCode2
Explaining Deep Graph Networks with Molecular CounterfactualsCode1
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners—0
Adversarial Counterfactual Learning and Evaluation for Recommender SystemCode1
Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction—0
Interventional Domain Adaptation—0
Causal Autoregressive FlowsCode1
Causal Expectation-MaximisationCode0
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