Lars Lorch
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
🗺️
Taxonomy Completionist
(20)
🔥
Unstoppable
(6)
Conferences
NIPS (4)
AISTATS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
causal discovery
(4)
variational inference
(3)
bayesian inference
(3)
causal inference
(2)
uncertainty quantification
(1)
causal structure learning
(1)
graph structure
(1)
gaussian process
(1)
prior knowledge
(1)
reproducing kernel hilbert space
(1)
constraint satisfaction
(1)
amortized inference
(1)
bayesian network
(1)
inductive bia
(1)
stochastic differential equation
(1)
bayesian neural network
(1)
causal intervention
(1)
interventional datum
(1)
fair machine learning
(1)
intervention target
(1)
Papers
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025
Standardizing Structural Causal Models
ICLR 2025
Causal Modeling with Stationary Diffusions
AISTATS 2024
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
AISTATS 2023
Active Bayesian Causal Inference
NIPS 2022
Amortized Inference for Causal Structure Learning
NIPS 2022
DiBS: Differentiable Bayesian Structure Learning
NIPS 2021
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
NIPS 2020