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Counterfactual Reasoning

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Showing 101–150 of 219 papers

TitleStatusHype
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge—0
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis—0
Silico-centric Theory of Mind—0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction—0
To do or not to do: finding causal relations in smart homes—0
Towards Causal Model-Based Policy Optimization—0
Causal Temporal Reasoning for Markov Decision Processes—0
Transfer learning with causal counterfactual reasoning in Decision Transformers—0
Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions—0
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning—0
Use-Case-Grounded Simulations for Explanation Evaluation—0
Using Deep Image Priors to Generate Counterfactual Explanations—0
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers—0
Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning—0
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards—0
WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models—0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity—0
Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems—0
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming—0
Intrinsic Social Motivation via Causal Influence in Multi-Agent RL—0
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation—0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies—0
Actionable Recourse via GANs for Mobile Health—0
Active Inference AI Systems for Scientific Discovery—0
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
An introduction to Causal Modelling—0
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning—0
A novel approach to the relationships between data features -- based on comprehensive examination of mathematical, technological, and causal methodology—0
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference—0
Asymmetrical Latent Representation for Individual Treatment Effect Modeling—0
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation—0
Backtracking Counterfactuals—0
Learning "What-if" Explanations for Sequential Decision-Making—0
Budgeting Counterfactual for Offline RL—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
Can LLMs Explain Themselves Counterfactually?—0
Case Level Counterfactual Reasoning in Process Mining—0
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of LLMs—0
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning—0
Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies—0
Causal Image Synthesis of Brain MR in 3D—0
Causal Inference with Latent Variables: Recent Advances and Future Prospectives—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning—0
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