Johannes Textor
7 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal inference
(4)
structure learning
(3)
graphical model
(3)
directed acyclic graph
(2)
global optimization
(1)
exact inference
(1)
multi-object tracking
(1)
network flow
(1)
conditional independence
(1)
cell tracking
(1)
bayesian network
(1)
structural equation model
(1)
latent variable
(1)
conditional independence test
(1)
parameter identification
(1)
instrumental variable
(1)
categorical data
(1)
covariate adjustment
(1)
ordinal data
(1)
adjustment criterion
(1)
Papers
Globally Optimal Multi-Object Tracking with Splitting and Merging
UAI 2026
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