Characterization of Overlap in Observational Studies
- Michael Oberst
- Fredrik D. Johansson
- et al.
- 2020
- AISTATS 2020
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85 results for Causality
Size of interventional Markov equivalence classes in random DAG models
- Dmitriy Katz-Rogozhnikov
- Karthikeyan Shanmugam
- et al.
- 2019
- AISTATS 2019
Distilling Event Sequence Knowledge From Large Language Models
- Somin Wadhwa
- Oktie Hassanzadeh
- et al.
- 2024
- ISWC 2024
Causal Markov Blanket Representation Learning for Domain Generalization Prediction
- Naiyu Yin
- Hanjing Wang
- et al.
- 2024
- ECCV 2024
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
- Victor Akinwande
- Megan Macgregor
- et al.
- 2024
- IJCAI 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- Grace Guo
- Lifu Deng
- et al.
- 2024
- FAccT 2024
Causal Bandits with General Causal Models and Interventions
- Zirui Yan
- Dennis Wei
- et al.
- 2024
- AISTATS 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- Dongxia Wu
- Ide-San Ide
- et al.
- 2024
- AISTATS 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference
- Zijun Cui
- Hanjing Wang
- et al.
- 2024
- AISTATS 2024
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models
- Debarun Bhattacharjya
- Oktie Hassanzadeh
- et al.
- 2023
- IJCAI 2023