Ankur Ankan
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
structure learning
(3)
causal inference
(3)
graphical model
(2)
causal structure learning
(1)
exact inference
(1)
conditional independence
(1)
bayesian network
(1)
structural equation model
(1)
latent variable
(1)
conditional independence test
(1)
directed acyclic graph
(1)
parameter identification
(1)
instrumental variable
(1)
categorical data
(1)
ordinal data
(1)
expert knowledge
(1)
large language model
(1)
conditional independence testing
(1)
high-dimensional testing
(1)
parameter estimation
(1)
Papers
Expert-In-The-Loop Causal Discovery: Iterative Model Refinement Using Expert Knowledge
UAI 2025
pgmpy: A Python Toolkit for Bayesian Networks
JMLR 2024
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data
AAAI 2023
Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models
AISTATS 2023