Jonas Seng
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
probabilistic circuit
(3)
causal inference
(2)
structure learning
(1)
hyperparameter optimization
(1)
distributed learning
(1)
probability distribution
(1)
probabilistic model
(1)
dynamical system
(1)
acquisition function
(1)
interventional data
(1)
directed acyclic graph
(1)
causal graph
(1)
joint distribution
(1)
conditional sampling
(1)
sum-product network
(1)
data partitioning
(1)
macro-architecture search
(1)
micro-architecture search
(1)
causal query
(1)
user belief
(1)
Papers
Hyperparameter Optimization via Interacting with Probabilistic Circuits
AutoML 2025
Scaling Probabilistic Circuits via Data Partitioning
UAI 2025
Systems with Switching Causal Relations: A Meta-Causal Perspective
ICLR 2025
$Ψ$net: Efficient Causal Modeling at Scale
PGM 2024
Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting
AutoML 2024
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG
ICLR 2024