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counterfactual

Papers

Showing 11511200 of 2765 papers

TitleStatusHype
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems0
Applications of 0-1 Neural Networks in Prescription and Prediction0
AKEW: Assessing Knowledge Editing in the WildCode0
Longitudinal Counterfactuals: Constraints and Opportunities0
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect EstimatorsCode0
Cause and Effect: Can Large Language Models Truly Understand Causality?0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach0
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision0
Counterfactual Generation with Identifiability GuaranteesCode0
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models0
Reimagining Anomalies: What If Anomalies Were Normal?0
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented CalibrationCode0
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models0
On the Arrow of Inference0
Do Large Language Models Understand Logic or Just Mimick Context?0
Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data0
Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark0
M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation0
Generating Survival Interpretable Trajectories and DataCode0
Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization0
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching abilityCode0
A Practical Method for Generating String CounterfactualsCode0
Explainability for Machine Learning Models: From Data Adaptability to User Perception0
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice0
Identification with Posterior-Separable Information Costs0
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models0
The Effect of Data Poisoning on Counterfactual ExplanationsCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Counterfactual Influence in Markov Decision ProcessesCode0
One-for-many Counterfactual Explanations by Column Generation0
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models0
SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay0
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies0
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates0
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation0
Game-theoretic Counterfactual Explanation for Graph Neural Networks0
Collective Counterfactual Explanations via Optimal Transport0
Explaining Learned Reward Functions with Counterfactual TrajectoriesCode0
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines0
Counterfactual Generation with Answer Set Programming0
The Role of Child Gender in the Formation of Parents' Social Networks0
In-context learning agents are asymmetric belief updaters0
Recommendation Fairness in Social Networks Over Time0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations0
Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating0
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