ABCD-strategy: Budgeted experimental design for targeted causal structure discovery
- Raj Agrawal
- Chandler Squires
- et al.
- 2019
- AISTATS 2019
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60 results for Karthikeyan Shanmugam
A unified Ruzsa-Szemerédi framework for finite-length coded caching
- Karthikeyan Shanmugam
- Alexandros G. Dimakis
- et al.
- 2017
- ACSSC 2017
Contextual bandits with stochastic experts
- Rajat Sen
- Karthikeyan Shanmugam
- et al.
- 2018
- AISTATS 2018
Coded caching with linear subpacketization is possible using Ruzsa-Szeméredi graphs
- Karthikeyan Shanmugam
- Antonia M. Tulino
- et al.
- 2017
- ISIT 2017
Contextual bandits with latent confounders: An NMF approach
- Rajat Sen
- Karthikeyan Shanmugam
- et al.
- 2017
- AISTATS 2017
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- 2021
- INFORMS 2021
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
Efficient algorithms for coded multicasting in heterogeneous caching networks
- Giuseppe Vettigli
- Mingyue Ji
- et al.
- 2019
- Entropy
Interventional fairness with indirect knowledge of unobserved protected attributes
- Sainyam Galhotra
- Karthikeyan Shanmugam
- et al.
- 2021
- Entropy
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- Vijay Arya
- Rachel Bellamy
- et al.
- 2020
- JMLR