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TitleStatusHype
D'ARTAGNAN: Counterfactual Video GenerationCode1
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization—0
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards—0
Generating Sparse Counterfactual Explanations For Multivariate Time SeriesCode0
Improving Signer Independent Sign Language Recognition for Low Resource Languages—0
OmniXAI: A Library for Explainable AICode2
IDANI: Inference-time Domain Adaptation via Neuron-level InterventionsCode0
RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse ModelCode0
Graph Backup: Data Efficient Backup Exploiting Markovian TransitionsCode0
Attribution-based Explanations that Provide Recourse Cannot be Robust—0
MACE: An Efficient Model-Agnostic Framework for Counterfactual ExplanationCode2
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-AnsweringCode1
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Don't Explain Noise: Robust Counterfactuals for Randomized EnsemblesCode0
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model BehaviorCode1
Counterfactual Fairness with Partially Known Causal Graph—0
Counterfactual Analysis in Dynamic Latent State Models—0
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI—0
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization—0
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
A Two-Stage Mechanism for Demand Response Markets—0
Principled Knowledge Extrapolation with GANs—0
Treatment Effects in Bunching Designs: The Impact of Mandatory Overtime Pay on Hours—0
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective OptimizationCode0
One Explanation to Rule them All -- Ensemble Consistent ExplanationsCode0
Model Agnostic Local Explanations of RejectCode0
Gradient-based Counterfactual Explanations using Tractable Probabilistic Models—0
Sparse Visual Counterfactual Explanations in Image SpaceCode1
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning—0
Risk Sharing and the Adoption of the Euro—0
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations—0
Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling—0
Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?Code0
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract SettingCode0
An integrated debris environment assessment model—0
Stable Outcomes and Information in Games: An Empirical Framework—0
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual AnalysisCode1
Identification and Estimation of Dynamic Games with Unknown Information Structure—0
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine LearningCode0
SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals—0
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning—0
ExSum: From Local Explanations to Model UnderstandingCode1
User-controllable Recommendation Against Filter BubblesCode1
Counterfactual Explanations for Natural Language InterfacesCode0
Counterfactual harm—0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Integrating Prior Knowledge in Post-hoc Explanations—0
Explainable Fairness in Recommendation—0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion—0
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