Publications

60 results for Karthikeyan Shanmugam

AI Explainability 360 Toolkit
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2021
- CODS-COMAD 2021
Evaluation of Causal Inference Techniques for AIOps
- - Vijay Arya
  - Karthikeyan Shanmugam
  - et al.
- 2021
- CODS-COMAD 2021
Characterization and learning of causal graphs with latent variables from soft interventions
- - Murat Kocaoglu
  - Amin Jaber
  - et al.
- 2019
- NeurIPS 2019
Sample efficient active learning of causal trees
- - Kristjan Greenewald
  - Dmitriy Katz-Rogozhnikov
  - et al.
- 2019
- NeurIPS 2019
Differentially private distributed data summarization under covariate shift
- - Kanthi Sarpatwar
  - Karthikeyan Shanmugam
  - et al.
- 2019
- NeurIPS 2019
Event-Driven Continuous Time Bayesian Networks: An Application in Modeling Progression out of Poverty through Integrated Social Services
- - Debarun Bhattacharjya
  - Karthikeyan Shanmugam
  - et al.
- 2019
- IJCAI 2019
Blockchain enabled AI marketplace: The price you pay for trust
- - Kanthi Sarpatwar
  - Venkata Sitaramagiridharganesh Ganapavarapu
  - et al.
- 2019
- CVPRW 2019
Size of interventional Markov equivalence classes in random DAG models
- - Dmitriy Katz-Rogozhnikov
  - Karthikeyan Shanmugam
  - et al.
- 2019
- AISTATS 2019
Confidence scoring using whitebox meta-models with linear classifier probes
- - Tongfei Chen
  - Jiri Navratil
  - et al.
- 2019
- AISTATS 2019
ABCD-strategy: Budgeted experimental design for targeted causal structure discovery
- - Raj Agrawal
  - Chandler Squires
  - et al.
- 2019
- AISTATS 2019