Cornelius Schröder
4 papers · 2019–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
Conferences
NIPS (3)
ICML (1)
Top co-authors
Research topics
Keywords
maximum entropy
(1)
probabilistic inference
(1)
parameter estimation
(1)
likelihood-free inference
(1)
system identification
(1)
neural modeling
(1)
parameter inference
(1)
approximate bayesian inference
(1)
biophysical modeling
(1)
stochastic model
(1)
neural circuit
(1)
source distribution
(1)
sliced-wasserstein distance
(1)
mechanistic model
(1)
source distribution estimation
(1)
scientific simulator
(1)
synaptic release
(1)
retinal processing
(1)
Papers
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
NIPS 2024
Simultaneous identification of models and parameters of scientific simulators
ICML 2024
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina
NIPS 2020
Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse
NIPS 2019