Leveraging Simple Model Predictions for Enhancing its Performance
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Publications
Date
Featured collections
Popular topics
60 results for Karthikeyan Shanmugam
AI Explainability 360: Impact and Design
- 2022
- IAAI 2022
Process Independence Testing in Proximal Graphical Event Models
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2022
- CLeaR 2022
High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation
- Kristjan Greenewald
- Karthikeyan Shanmugam
- et al.
- 2021
- AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2021
- AISTATS 2021
AI Explainability 360 Toolkit
- Vijay Arya
- Rachel Bellamy
- et al.
- 2021
- CODS-COMAD 2021
Size of interventional Markov equivalence classes in random DAG models
- Dmitriy Katz-Rogozhnikov
- Karthikeyan Shanmugam
- et al.
- 2019
- AISTATS 2019
Fault Injection Based Interventional Causal Learning for Distributed Applications
- Qing Wang
- Jesus Rios
- et al.
- 2023
- IAAI 2023
Intervention Target Estimation in the Presence of Latent Variables
- Burak Varıcı
- Karthikeyan Shanmugam
- et al.
- 2022
- UAI 2022
Causal Feature Selection for Algorithmic Fairness
- Sainyam Galhotra
- Karthikeyan Shanmugam
- et al.
- 2022
- SIGMOD/PODS 2022