Karthika Mohan

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