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Karthikeyan Shanmugam — most-cited papers & profile · Graph Learning
← authors
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overview
Karthikeyan Shanmugam
20
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Size of Interventional Markov Equivalence Classes in Random DAG Models
2019
A Multi-Channel Neural Graphical Event Model with Negative Evidence
2020
Active Structure Learning of Causal DAGs via Directed Clique Tree
2020
Scalable Intervention Target Estimation in Linear Models
2021
Auto-Transfer: Learning to Route Transferrable Representations
2022
Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data
2022
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
2023
Top co-authors
Chandler Squires
· 2
Dmitriy Katz
· 2
Murat Kocaoglu
· 2
Prasanna Sattigeri
· 2
Abhin Shah
· 1
Ali Tajer
· 1
Amit Dhurandhar
· 1
Burak Varici
· 1
Caroline Uhler
· 1
Debarun Bhattacharjya
· 1
Dharmashankar Subramanian
· 1
Kahini Wadhawan
· 1
Topics
cs.LG
stat.ML
stat.ME
Uncategorized
cs.AI
cs.CV