Cornelius Schröder
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Optimization & Theory
(3)
Interdisciplinary
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Science
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Mathematics
(1)
Optimization
(1)
Probability
(1)
Keywords
maximum entropy
(1)
probabilistic inference
(1)
parameter estimation
(1)
likelihood-free inference
(1)
sliced wasserstein distance
(1)
system identification
(1)
neural modeling
(1)
parameter inference
(1)
approximate bayesian inference
(1)
biophysical modeling
(1)
joint probability distribution
(1)
stochastic model
(1)
simulation-based inference
(1)
neural circuit
(1)
source distribution
(1)
mechanistic model
(1)
neural network
(1)
source distribution estimation
(1)
scientific simulator
(1)
synaptic release
(1)
Papers
Simultaneous identification of models and parameters of scientific simulators
ICML 2024
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
NeurIPS 2024
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina
NeurIPS 2020
Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse
NeurIPS 2019