Jan-Christian Huetter
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
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Research topics
Keywords
graphical model
(3)
causal inference
(2)
causal discovery
(2)
structural equation model
(2)
causal graph
(2)
flow matching
(1)
causal structure learning
(1)
maximum likelihood
(1)
cyclic causal model
(1)
nonlinear independent component analysis
(1)
multi-objective optimization
(1)
disentangled representation
(1)
normalizing flow
(1)
statistical rate
(1)
differentiable optimization
(1)
deep generative model
(1)
causal model
(1)
factor graph
(1)
interventional data
(1)
nonlinear ica
(1)
Papers
Contextualizing biological perturbation experiments through language
ICLR 2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
ICLR 2025
Learning Identifiable Factorized Causal Representations of Cellular Responses
NeurIPS 2024
Toward the Identifiability of Comparative Deep Generative Models
CLeaR 2024
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning
AISTATS 2023
Large-Scale Differentiable Causal Discovery of Factor Graphs
NeurIPS 2022
Estimation Rates for Sparse Linear Cyclic Causal Models
UAI 2020