Marvin Pförtner
6 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(9)
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
laplace approximation
(2)
variational inference
(2)
uncertainty quantification
(1)
epistemic uncertainty
(1)
gaussian process
(1)
diffusion process
(1)
variance reduction
(1)
posterior covariance
(1)
approximation error
(1)
posterior approximation
(1)
gaussian process prior
(1)
bayesian neural network
(1)
function space prior
(1)
bayesian deep learning
(1)
approximate inference
(1)
reparameterization invariance
(1)
bayesian inference
(1)
Papers
Computation-Aware Kalman Filtering and Smoothing
AISTATS 2025