Sample efficient active learning of causal trees
- Kristjan Greenewald
- Dmitriy Katz-Rogozhnikov
- et al.
- 2019
- NeurIPS 2019
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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60 results for Karthikeyan Shanmugam
Improving simple models with confidence profiles
- Amit Dhurandhar
- Ronny Luss
- et al.
- 2018
- NeurIPS 2018
Explanations based on the Missing: Towards contrastive explanations with pertinent negatives
- 2018
- NeurIPS 2018
Experimental design for learning causal graphs with latent variables
- Murat Kocaoglu
- Karthikeyan Shanmugam
- et al.
- 2017
- NeurIPS 2017
Model-powered conditional independence test
- Rajat Sen
- Ananda Theertha Suresh
- et al.
- 2017
- NeurIPS 2017
Identifying best interventions through online importance sampling
- Rajat Sen
- Karthikeyan Shanmugam
- et al.
- 2017
- ICML 2017
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- Jiaqi Zhang
- Kristjan Greenewald
- et al.
- 2023
- NeurIPS 2023
On the Equivalence of Bi-Level Optimization and Game-Theoretic Formulations of Invariant Risk Minimization
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- Jiaqi Zhang
- Chandler Squires
- et al.
- 2023
- ICML 2023
Structure Discovery in (Causal) Proximal Graphical Event Models
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- NeurIPS 2020