Event-driven continuous time bayesian networks
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- AAAI 2020
Conference paper
Publications
99 results for Causality
Causal knowledge extraction through large-scale text mining
- Oktie Hassanzadeh
- Debarun Bhattacharjya
- et al.
- 2020
- AAAI 2020
Conference paperA multi-channel neural graphical event model with negative evidence
- Tian Gao
- Dharmashankar Subramanian
- et al.
- 2020
- AAAI 2020
Conference paperInterpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines
- Chirag Nagpal
- Dennis Wei
- et al.
- 2020
- CHIL 2020
Conference paperEvaluation of Causal Inference Techniques for AIOps
- Vijay Arya
- Karthikeyan Shanmugam
- et al.
- 2021
- CODS-COMAD 2021
Conference paperA discriminative approach for finding and characterizing positivity violations using decision trees
- Ehud Karavani
- Peter Bak
- et al.
- 2019
- arXiv
PaperSize of interventional Markov equivalence classes in random DAG models
- Dmitriy Katz-Rogozhnikov
- Karthikeyan Shanmugam
- et al.
- 2019
- AISTATS 2019
Conference paperABCD-strategy: Budgeted experimental design for targeted causal structure discovery
- Raj Agrawal
- Chandler Squires
- et al.
- 2019
- AISTATS 2019
Conference paperComment: Causal Inference Competitions: Where Should We Aim?
- Ehud Karavani
- Tal El-Hay
- et al.
- 2019
- Statistical Science
Paper