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2020 – today
- 2024
[i2]Siyuan Guo, Chi Zhang, Karthika Mohan, Ferenc Huszár, Bernhard Schölkopf:
Do Finetti: On Causal Effects for Exchangeable Data. CoRR abs/2405.18836 (2024)- 2023
- [c13]Chi Zhang, Karthika Mohan, Judea Pearl:
Causal Inference under Interference and Model Uncertainty. CLeaR 2023: 371-385 - 2022
- [c12]Chi Zhang, Karthika Mohan, Judea Pearl:
Causal Inference with Non-IID Data using Linear Graphical Models. NeurIPS 2022 - [p2]Karthika Mohan, Judea Pearl:
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. Probabilistic and Causal Inference 2022: 413-432 - [p1]Karthika Mohan:
Causal Graphs for Missing Data: A Gentle Introduction. Probabilistic and Causal Inference 2022: 655-666
2010 – 2019
- 2019
- [c11]Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellström, Kun Zhang:
Causal Discovery in the Presence of Missing Data. AISTATS 2019: 1762-1770 - 2018
- [c10]Karthika Mohan, Felix Thömmes, Judea Pearl:
Estimation with Incomplete Data: The Linear Case. IJCAI 2018: 5082-5088 - [c9]Karthika Mohan, Judea Pearl:
Consistent Estimation given Missing Data. PGM 2018: 284-295 - 2015
- [c8]Karthika Mohan, Judea Pearl:
Missing Data from a Causal Perspective. AMBN@JSAI-isAI 2015: 184-195 - [c7]Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl:
Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. UAI 2015: 161-170 - [c6]Ilya Shpitser, Karthika Mohan, Judea Pearl:
Missing Data as a Causal and Probabilistic Problem. UAI 2015: 802-811 - 2014
- [c5]Karthika Mohan, Judea Pearl:
On the Testability of Models with Missing Data. AISTATS 2014: 643-650 - [c4]Karthika Mohan, Judea Pearl:
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. NIPS 2014: 1520-1528 - [i1]Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl:
Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. CoRR abs/1411.7014 (2014) - 2013
- [c3]Karthika Mohan, Judea Pearl, Jin Tian:
Graphical Models for Inference with Missing Data. NIPS 2013: 1277-1285 - 2010
- [c2]Karthika Mohan, C. V. Jawahar
:
A post-processing scheme for malayalam using statistical sub-character language models. Document Analysis Systems 2010: 493-500 - [c1]Karthika Mohan, K. J. Jinesh, C. V. Jawahar:
Towards recognition of degraded words by probabilistic parsing. ICVGIP 2010: 375-382
Coauthor Index
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