Karthika Mohan

20 papers A* 4A 4B 1Journal 3Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Discovering Linear Non-Gaussian Models for All Categories of Missing Data (Student Abstract). AAAI Matteo Ceriscioli, Shohei Shimizu, Karthika Mohan
2026	J	`jnl`	Planning under Distribution Shifts with Causal POMDPs. CoRR Matteo Ceriscioli, Karthika Mohan
2024	A*	`conf`	Do Finetti: On Causal Effects for Exchangeable Data. NeurIPS Siyuan Guo, Chi Zhang, Karthika Mohan, Ferenc Huszar, Bernhard Schölkopf
2024	J	`jnl`	Do Finetti: On Causal Effects for Exchangeable Data. CoRR Siyuan Guo, Chi Zhang, Karthika Mohan, Ferenc Huszár, Bernhard Schölkopf
2023	—	`conf`	Causal Inference under Interference and Model Uncertainty. CLeaR Chi Zhang, Karthika Mohan, Judea Pearl
2022	—	`ch.`	Causal Graphs for Missing Data: A Gentle Introduction. Probabilistic and Causal Inference Karthika Mohan
2022	A*	`conf`	Causal Inference with Non-IID Data using Linear Graphical Models. NeurIPS Chi Zhang, Karthika Mohan, Judea Pearl
2022	—	`ch.`	Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. Probabilistic and Causal Inference Karthika Mohan, Judea Pearl
2019	A	`conf`	Causal Discovery in the Presence of Missing Data. AISTATS Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellström, Kun Zhang
2018	—	`conf`	Consistent Estimation given Missing Data. PGM Karthika Mohan, Judea Pearl
2018	A*	`conf`	Estimation with Incomplete Data: The Linear Case. IJCAI Karthika Mohan, Felix Thömmes, Judea Pearl
2015	A	`conf`	Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. UAI Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl
2015	A	`conf`	Missing Data as a Causal and Probabilistic Problem. UAI Ilya Shpitser, Karthika Mohan, Judea Pearl
2015	—	`conf`	Missing Data from a Causal Perspective. AMBN@JSAI-isAI Karthika Mohan, Judea Pearl
2014	J	`jnl`	Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. CoRR Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl
2014	—	`conf`	Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. NIPS Karthika Mohan, Judea Pearl
2014	A	`conf`	On the Testability of Models with Missing Data. AISTATS Karthika Mohan, Judea Pearl
2013	—	`conf`	Graphical Models for Inference with Missing Data. NIPS Karthika Mohan, Judea Pearl, Jin Tian
2010	B	`conf`	A post-processing scheme for malayalam using statistical sub-character language models. Document Analysis Systems Karthika Mohan, C. V. Jawahar
2010	—	`conf`	Towards recognition of degraded words by probabilistic parsing. ICVGIP Karthika Mohan, K. J. Jinesh, C. V. Jawahar