Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning
- Amin Jaber
- Murat Kocaoglu
- et al.
- 2020
- NeurIPS 2020
Publications
94 results for Causality
Entropic Causal Inference: Identifiability and Finite Sample Results Spencer Compton
- Spencer Compton
- Murat Kocaoglu
- et al.
- 2020
- NeurIPS 2020
Applications of Common Entropy for Causal Inference
- Murat Kocaoglu
- Sanjay Shakkottai
- et al.
- 2020
- NeurIPS 2020
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- Dennis Wei
- Tian Gao
- et al.
- 2020
- NeurIPS 2020
Active Structure Learning of Causal DAGs via Directed Clique Trees
- Chandler Squires
- Sara Magliacane
- et al.
- 2020
- NeurIPS 2020
Structure Discovery in (Causal) Proximal Graphical Event Models
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- NeurIPS 2020
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data
- Sanjoy Dey
- Ping Zhang
- et al.
- 2020
- AMIA Annual Symposium 2020
An unsupervised framework for semantics driven causal explanations for anomalies?
- Bhanukiran Vinzamuri
- Elham Khabiri
- et al.
- 2020
- ISWC-Posters 2020
Characterization of Overlap in Observational Studies
- Michael Oberst
- Fredrik D. Johansson
- et al.
- 2020
- AISTATS 2020
Retrieving Potential Causes from a Query Event
- Suchana Datta
- Debasis Ganguly
- et al.
- 2020
- SIGIR 2020