Karthika Mohan
10 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (14) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
💎
Century Club · Bronze
📈
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(8)
Core AI
(8)
Knowledge & Reasoning
(6)
Reasoning
(6)
Core Methods
(5)
Learning Types
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Application Areas
(1)
Statistics
(1)
Keywords
missing data
(7)
causal inference
(6)
graphical model
(6)
causal discovery
(3)
causal effect
(3)
missing not at random
(2)
missing at random
(2)
model uncertainty
(1)
covariance estimation
(1)
probabilistic modeling
(1)
maximum likelihood estimation
(1)
conditional independence
(1)
missing data inference
(1)
recoverability analysis
(1)
conditional probability
(1)
causal structure
(1)
structural equation model
(1)
hypothesis testing
(1)
probabilistic queries
(1)
missingness graphs
(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
NeurIPS 2024
Causal Inference under Interference and Model Uncertainty
CLeaR 2023
Causal Inference with Non-IID Data using Linear Graphical Models
NeurIPS 2022
Causal Discovery in the Presence of Missing Data
AISTATS 2019
Consistent Estimation given Missing Data
PGM 2018
Estimation with Incomplete Data: The Linear Case
IJCAI 2018
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data
NeurIPS 2014
On the Testability of Models with Missing Data
AISTATS 2014
Graphical Models for Inference with Missing Data
NeurIPS 2013