Johannes Textor
6 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (5) ๐ Academic Marathon (10)
๐
Cross-Pollinator
(13)
Conferences
JMLR (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
causal inference
(4)
graphical model
(3)
structure learning
(2)
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 datum
(1)
covariate adjustment
(1)
ordinal datum
(1)
adjustment criterion
(1)
high-dimensional testing
(1)
parameter estimation
(1)
causal structure learning
(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
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs
JMLR 2018
Efficiently Finding Conditional Instruments for Causal Inference
IJCAI 2015