Jan-Christian Huetter
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
ICLR (2)
NIPS (2)
AISTATS (1)
CLEAR (1)
UAI (1)
Top co-authors
Keywords
graphical model
(3)
structural equation model
(2)
causal graph
(2)
causal inference
(2)
causal discovery
(2)
maximum likelihood
(1)
cyclic causal model
(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 datum
(1)
nonlinear ica
(1)
causal representation
(1)
structural equation
(1)
comparative analysis
(1)
Papers
Contextualizing biological perturbation experiments through language
ICLR 2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
ICLR 2025
Toward the Identifiability of Comparative Deep Generative Models
CLEAR 2024
Learning Identifiable Factorized Causal Representations of Cellular Responses
NIPS 2024
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning
AISTATS 2023
Large-Scale Differentiable Causal Discovery of Factor Graphs
NIPS 2022
Estimation Rates for Sparse Linear Cyclic Causal Models
UAI 2020