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counterfactual

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Showing 501–550 of 2765 papers

TitleStatusHype
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing FlowsCode0
From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual MatchingCode0
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game TheoryCode0
Consequence-aware Sequential Counterfactual GenerationCode0
GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial NetsCode0
Consistent Document-Level Relation Extraction via CounterfactualsCode0
Individualized multi-horizon MRI trajectory prediction for Alzheimer's DiseaseCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object DetectionCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Ensemble of Counterfactual ExplainersCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Causal Expectation-MaximisationCode0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
A Geometric Notion of Causal ProbingCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Learning Models for Actionable RecourseCode0
Expected Grad-CAM: Towards gradient faithfulnessCode0
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance AgreementCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPsCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Efficient computation of contrastive explanationsCode0
Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific EffectsCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Causal Explanations for Sequential Decision-Making in Multi-Agent SystemsCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
On Model Stability as a Function of Random SeedCode0
Effective Explanations for Entity Resolution ModelsCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
A Game Theoretic Approach to Class-wise Selective RationalizationCode0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
Causal Reasoning from Meta-reinforcement LearningCode0
Dynamic Causal Collaborative FilteringCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Identifying Peer Influence in Therapeutic Communities Adjusting for Latent HomophilyCode0
Double Robust Representation Learning for Counterfactual PredictionCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingCode0
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