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Counterfactual Reasoning

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Showing 151–200 of 219 papers

TitleStatusHype
Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation—0
Distribution-consistency Structural Causal Models—0
DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Explaining Recommendation System Using Counterfactual Textual Explanations—0
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning—0
Exploring Logically Dependent Multi-task Learning with Causal Inference—0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Counterfactual Story Reasoning and GenerationCode0
Causal Explanation of Convolutional Neural NetworksCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Dynamic Causal Collaborative FilteringCode0
Natural Counterfactuals With Necessary BacktrackingCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
"What if?" in Probabilistic Logic ProgrammingCode0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
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