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Counterfactual Reasoning

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Showing 101–150 of 219 papers

TitleStatusHype
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation—0
Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation—0
Rethinking Visual Counterfactual Explanations Through Region Constraint—0
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
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