Karthika Mohan
10 papers · 2013–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (11)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
🧬
Topic Evolution
📈
Trend Setter
💎
Century Club
(10)
Conferences
NIPS (4)
AISTATS (2)
AAAI (1)
CLEAR (1)
IJCAI (1)
PGM (1)
Top co-authors
Research topics
Keywords
missing datum
(7)
graphical model
(6)
causal inference
(6)
causal effect
(3)
causal discovery
(3)
missing data
(2)
missing at random
(2)
maximum likelihood
(1)
hypothesis testing
(1)
causal structure
(1)
conditional probability
(1)
maximum likelihood estimation
(1)
conditional independence
(1)
missing data inference
(1)
recoverability analysis
(1)
missingness graphs
(1)
probabilistic queries
(1)
causal effect estimation
(1)
structural equation model
(1)
probabilistic modeling
(1)
Papers
Discovering Linear Non-Gaussian Models for All Categories of Missing Data (Student Abstract)
AAAI 2026
Do Finetti: On Causal Effects for Exchangeable Data
NIPS 2024
Causal Inference under Interference and Model Uncertainty
CLEAR 2023
Causal Inference with Non-IID Data using Linear Graphical Models
NIPS 2022
Causal Discovery in the Presence of Missing Data
AISTATS 2019
Estimation with Incomplete Data: The Linear Case
IJCAI 2018
Consistent Estimation given Missing Data
PGM 2018
On the Testability of Models with Missing Data
AISTATS 2014
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data
NIPS 2014
Graphical Models for Inference with Missing Data
NIPS 2013