Karthika Mohan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 9

Top Topics

Top Venues

Publications

Siyuan Guo, Chi Zhang, Karthika Mohan, Ferenc Huszár, Bernhard Schölkopf
Do Finetti: On Causal Effects for Exchangeable Data. CoRR (2024)
Chi Zhang, Karthika Mohan, Judea Pearl
Causal Inference under Interference and Model Uncertainty. CLeaR (2023)
Chi Zhang, Karthika Mohan, Judea Pearl
Causal Inference with Non-IID Data using Linear Graphical Models. NeurIPS (2022)
Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellström, Kun Zhang
Causal Discovery in the Presence of Missing Data. AISTATS (2019)
Karthika Mohan, Felix Thoemmes, Judea Pearl
Estimation with Incomplete Data: The Linear Case. IJCAI (2018)
Karthika Mohan, Judea Pearl
Consistent Estimation given Missing Data. PGM (2018)
Karthika Mohan, Judea Pearl
Missing Data from a Causal Perspective. AMBN@JSAI-isAI (2015)
Ilya Shpitser, Karthika Mohan, Judea Pearl
Missing Data as a Causal and Probabilistic Problem. UAI (2015)
Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl
Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. UAI (2015)
Karthika Mohan, Judea Pearl
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. NIPS (2014)
Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl
Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. CoRR (2014)
Karthika Mohan, Judea Pearl
On the Testability of Models with Missing Data. AISTATS (2014)
Karthika Mohan, Judea Pearl, Jin Tian
Graphical Models for Inference with Missing Data. NIPS (2013)
Karthika Mohan, C. V. Jawahar
A post-processing scheme for malayalam using statistical sub-character language models. Document Analysis Systems (2010)
Karthika Mohan, K. J. Jinesh, C. V. Jawahar
Towards recognition of degraded words by probabilistic parsing. ICVGIP (2010)