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Athresh Karanam
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 7
Top Topics
Expectation Maximization
Probabilistic Model
Causal Inference
Belief Nets
Top Venues
CoRR
NeurIPS
PGM
COMAD/CODS
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Publications
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Sahil Sidheekh
,
Saurabh Mathur
,
Athresh Karanam
,
Sriraam Natarajan
Deep Tractable Probabilistic Models.
COMAD/CODS
(2024)
Athresh Karanam
,
KrishnaTeja Killamsetty
,
Harsha Kokel
,
Rishabh K. Iyer
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift.
NeurIPS
(2022)
Athresh Karanam
,
Saurabh Mathur
,
Predrag Radivojac
,
David M. Haas
,
Kristian Kersting
,
Sriraam Natarajan
Explaining Deep Tractable Probabilistic Models: The sum-product network case.
PGM
(2022)
Athresh Karanam
,
Saurabh Mathur
,
Predrag Radivojac
,
Kristian Kersting
,
Sriraam Natarajan
Explaining Deep Tractable Probabilistic Models: The sum-product network case.
CoRR
(2021)
Athresh Karanam
,
Alexander L. Hayes
,
Harsha Kokel
,
David M. Haas
,
Predrag Radivojac
,
Sriraam Natarajan
A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes.
AIME
(2021)
Matej Zecevic
,
Devendra Singh Dhami
,
Athresh Karanam
,
Sriraam Natarajan
,
Kristian Kersting
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.
NeurIPS
(2021)
Matej Zecevic
,
Devendra Singh Dhami
,
Athresh Karanam
,
Sriraam Natarajan
,
Kristian Kersting
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.
CoRR
(2021)