Scenario-based XAI for humanitarian aid forecasting
- Josh Andrés
- Christine T. Wolf
- et al.
- 2020
- CHI EA 2020
Publications
90 results for Causality
Joint causal inference from multiple contexts
- Joris M. Mooij
- Sara Magliacane
- et al.
- 2020
- JMLR
Fluid-limiting treatment strategies among sepsis patients in the ICU: A retrospective causal analysis
- Zachary Shahn
- Nathan I. Shapiro
- et al.
- 2020
- Critical Care
Causal knowledge extraction through large-scale text mining
- Oktie Hassanzadeh
- Debarun Bhattacharjya
- et al.
- 2020
- AAAI 2020
Event-driven continuous time bayesian networks
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- AAAI 2020
A multi-channel neural graphical event model with negative evidence
- Tian Gao
- Dharmashankar Subramanian
- et al.
- 2020
- AAAI 2020
Interpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines
- Chirag Nagpal
- Dennis Wei
- et al.
- 2020
- CHIL 2020
Evaluation of Causal Inference Techniques for AIOps
- Vijay Arya
- Karthikeyan Shanmugam
- et al.
- 2021
- CODS-COMAD 2021
ABCD-strategy: Budgeted experimental design for targeted causal structure discovery
- Raj Agrawal
- Chandler Squires
- et al.
- 2019
- AISTATS 2019
Size of interventional Markov equivalence classes in random DAG models
- Dmitriy Katz-Rogozhnikov
- Karthikeyan Shanmugam
- et al.
- 2019
- AISTATS 2019