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Counterfactual Reasoning

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Showing 101–150 of 219 papers

TitleStatusHype
Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery—0
Intrinsic Social Motivation via Causal Influence in Multi-Agent RL—0
Kindness in Multi-Agent Reinforcement Learning—0
Learning Generalized Gumbel-max Causal Mechanisms—0
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games—0
Learning to Communicate Using Counterfactual Reasoning—0
Less is More: Attention Supervision with Counterfactuals for Text Classification—0
Leveraging Contextual Counterfactuals Toward Belief Calibration—0
Leveraging counterfactual concepts for debugging and improving CNN model performance—0
MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series—0
Medical idioms for clinical Bayesian network development—0
Mining Causality: AI-Assisted Search for Instrumental Variables—0
Neural Causal Models for Counterfactual Identification and Estimation—0
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning—0
On the Arrow of Inference—0
On Preemption and Overdetermination in Formal Theories of Causality—0
On the Complexity of Counterfactual Reasoning—0
Orca 2: Teaching Small Language Models How to Reason—0
Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows—0
Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual—0
Probabilistic and Causal Satisfiability: Constraining the Model—0
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy—0
Prompt Engineering a Prompt Engineer—0
Prompting Large Language Models With the Socratic Method—0
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
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Deep Convolutional Neural Networks for Pairwise Causality—0
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation—0
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