Karthika Mohan - researchr alias

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Viewing Publication 1 - 15 from 15

2023

Causal Inference under Interference and Model UncertaintyChi Zhang 0016, Karthika Mohan, Judea Pearl. clear2 2023: 371-385 [doi]

2022

Causal Inference with Non-IID Data using Linear Graphical ModelsChi Zhang 0016, Karthika Mohan, Judea Pearl. nips 2022: [doi]

Causal Graphs for Missing Data: A Gentle IntroductionKarthika Mohan. In Hector Geffner, Rina Dechter, Joseph Y. Halpern, editors, Probabilistic and Causal Inference: The Works of Judea Pearl. Volume 36 of ACM Books, pages 655-666, ACM, 2022. [doi]

Graphical Models for Recovering Probabilistic and Causal Queries from Missing DataKarthika Mohan, Judea Pearl. In Hector Geffner, Rina Dechter, Joseph Y. Halpern, editors, Probabilistic and Causal Inference: The Works of Judea Pearl. Volume 36 of ACM Books, pages 413-432, ACM, 2022. [doi]

2019

Causal Discovery in the Presence of Missing DataRuibo Tu, Cheng Zhang 0005, Paul Ackermann, Karthika Mohan, Hedvig Kjellström, Kun Zhang. aistats 2019: 1762-1770 [doi]

2018

Consistent Estimation given Missing DataKarthika Mohan, Judea Pearl. pgm 2018: 284-295 [doi]

Estimation with Incomplete Data: The Linear CaseKarthika Mohan, Felix Thoemmes, Judea Pearl. IJCAI 2018: 5082-5088 [doi]

2015

Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete DataGuy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl. uai 2015: 161-170

Missing Data from a Causal PerspectiveKarthika Mohan, Judea Pearl. jsai 2015: 184-195 [doi]

Missing Data as a Causal and Probabilistic ProblemIlya Shpitser, Karthika Mohan, Judea Pearl. uai 2015: 802-811

2014

On the Testability of Models with Missing DataKarthika Mohan, Judea Pearl. aistats 2014: 643-650 [doi]

Graphical Models for Recovering Probabilistic and Causal Queries from Missing DataKarthika Mohan, Judea Pearl. nips 2014: 1520-1528 [doi]

2013

Graphical Models for Inference with Missing DataKarthika Mohan, Judea Pearl, Jin Tian. nips 2013: 1277-1285 [doi]

2010

Towards recognition of degraded words by probabilistic parsingKarthika Mohan, K. J. Jinesh, C. V. Jawahar. icvgip 2010: 375-382 [doi]

A post-processing scheme for malayalam using statistical sub-character language modelsKarthika Mohan, C. V. Jawahar. das 2010: 493-500 [doi]

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