Karthika Mohan
Karthika Mohan
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Graphical models for inference with missing data
K Mohan
UCLA, 2017
1222017
Graphical representation of missing data problems
F Thoemmes, K Mohan
Structural Equation Modeling: A Multidisciplinary Journal 22 (4), 631-642, 2015
532015
Graphical models for processing missing data
K Mohan, J Pearl
Journal of the American Statistical Association, 1-16, 2021
522021
Missing data as a causal and probabilistic problem
I Shpitser, K Mohan, J Pearl
CALIFORNIA UNIV LOS ANGELES DEPT OF COMPUTER SCIENCE, 2015
362015
On the testability of models with missing data
K Mohan, J Pearl
Artificial Intelligence and Statistics, 643-650, 2014
342014
Graphical models for recovering probabilistic and causal queries from missing data
K Mohan, J Pearl
Advances in Neural Information Processing Systems 27, 1520-1528, 2014
342014
Efficient algorithms for Bayesian network parameter learning from incomplete data
GV Broeck, K Mohan, A Choi, J Pearl
arXiv preprint arXiv:1411.7014, 2014
242014
Recoverability and testability of missing data: Introduction and summary of results
J Pearl, K Mohan
Available at SSRN 2343873, 2013
212013
Missing data as a causal inference problem
K Mohan, J Pearl, T Jin
Proceedings of the neural information processing systems conference (nips), 2013
152013
Causal discovery in the presence of missing data
R Tu, C Zhang, P Ackermann, K Mohan, H Kjellström, K Zhang
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
142019
Estimation with incomplete data: The linear case
K Mohan, F Thoemmes, J Pearl
Proceedings of the International Joint Conferences on Artificial …, 2018
122018
A post-processing scheme for malayalam using statistical sub-character language models
K Mohan, CV Jawahar
Proceedings of the 9th IAPR International Workshop on Document Analysis …, 2010
92010
An efficient method for bayesian network parameter learning from incomplete data
K Mohan, G Van den Broeck, A Choi, J Pearl
Causal Modeling and Machine Learning Workshop 951, 2014, 2014
62014
Missing data from a causal perspective
K Mohan, J Pearl
Workshop on Advanced Methodologies for Bayesian Networks, 184-195, 2015
22015
Towards recognition of degraded words by probabilistic parsing
K Mohan, KJ Jinesh, CV Jawahar
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics …, 2010
22010
On Handling Self-Masking and Other Hard Missing Data Problems
K Mohan
AAAI Symposium 2018, 2018
12018
Transportability and the Bias-Variance Tradeoff
K Mohan, JW Vaughan, J Pearl
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Articles 1–17