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counterfactual

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Showing 2001–2050 of 2765 papers

TitleStatusHype
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—0
Free Lunch for Co-Saliency Detection: Context Adjustment—0
Improving Counterfactual Generation for Fair Hate Speech Detection—0
Accelerating the Learning of TAMER with Counterfactual Explanations—0
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
TabPert: An Effective Platform for Tabular PerturbationCode0
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings—0
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer—0
COSY: COunterfactual SYntax for Cross-Lingual UnderstandingCode0
Counterfactual Inference for Text Classification DebiasingCode1
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference—0
Human Trajectory Prediction via Counterfactual AnalysisCode1
COVID-19 and the gig economy in PolandCode0
A Sparsity Algorithm with Applications to Corporate Credit Rating—0
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification—0
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions—0
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study—0
Attribution of Predictive Uncertainties in Classification ModelsCode0
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning—0
DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach—0
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable DecompositionCode1
Using Causal Analysis for Conceptual Deep Learning ExplanationCode0
A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data—0
Robust Counterfactual Explanations on Graph Neural Networks—0
Robustifying Multi-hop QA through Pseudo-Evidentiality Training—0
Nested Counterfactual Identification from Arbitrary Surrogate Experiments—0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Counterfactual Explanations for Arbitrary Regression Models—0
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment AnalysisCode1
Contrastive Counterfactual Visual Explanations With OverdeterminationCode1
Last-iterate Convergence in Extensive-Form Games—0
Nonparametric inference on counterfactuals in first-price auctions—0
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning—0
Posterior Covariance Information Criterion for Weighted Inference—0
Meaningfully Debugging Model Mistakes using Conceptual Counterfactual ExplanationsCode1
Feature Attributions and Counterfactual Explanations Can Be Manipulated—0
Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects—0
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis—0
How COVID-19 Has Changed Crowdfunding: Evidence From GoFundMe—0
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis—0
Counterfactual Graphs for Explainable Classification of Brain NetworksCode0
C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues—0
Model-Based Counterfactual Synthesizer for Interpretation—0
Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings—0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Counterfactual Explanations as Interventions in Latent SpaceCode0
Counterfactual Explanations for Machine Learning: Challenges Revisited—0
Harmonization with Flow-based Causal InferenceCode0
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