Distilling Event Sequence Knowledge From Large Language ModelsSomin WadhwaOktie Hassanzadehet al.2024ISWC 2024
Causal Markov Blanket Representation Learning for Domain Generalization PredictionNaiyu YinHanjing Wanget al.2024ECCV 2024
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan AfricaVictor AkinwandeMegan Macgregoret al.2024IJCAI 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification ModelsGrace GuoLifu Denget al.2024FAccT 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes ProcessesDongxia WuIde-San Ideet al.2024AISTATS 2024
Theory-guided Message Passing Neural Network for Probabilistic InferenceZijun CuiHanjing Wanget al.2024AISTATS 2024
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov ModelsDebarun BhattacharjyaOktie Hassanzadehet al.2023IJCAI 2023
Detection of Unobserved Common Cause in Discrete Data Based on the MDL PrincipleMasatoshi KobayashiKohei Miyaguchiet al.2022Big Data 2022