Matthias Katzfuss
4 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
Conferences
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
vecchia approximation
(2)
variable selection
(1)
variational inference
(1)
gaussian processes
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
gaussian process
(1)
gaussian process regression
(1)
kullback-leibler divergence
(1)
sparse approximation
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
thompson sampling
(1)
black-box function
(1)
surrogate model
(1)
scalable algorithm
(1)
cholesky factorization
(1)
covariate selection
(1)
stochastic gradient descent
(1)
penalized likelihood
(1)