Simon Bartels
6 papers
· 2016–2024
· 3 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π
Conference Polyglot
(3)
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Academic Marathon
(8)
π£
Hot Topic Early Bird
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
Conferences
AISTATS (3)
JMLR (2)
NIPS (1)
Top co-authors
Keywords
gaussian process
(4)
cholesky decomposition
(2)
gaussian processes
(2)
bayesian optimization
(2)
kernel ridge regression
(2)
low-rank approximation
(1)
discrete optimization
(1)
exact inference
(1)
sequence optimization
(1)
kernel matrix
(1)
conjugate gradient
(1)
high-dimensional optimization
(1)
model evidence
(1)
determinantal point process
(1)
generative model
(1)
support vector machine
(1)
deep neural network
(1)
drug design
(1)
least square
(1)
protein engineering
(1)
Papers
Adaptive Cholesky Gaussian Processes
AISTATS 2023
Conjugate Gradients for Kernel Machines
JMLR 2020
Probabilistic Approximate Least-Squares
AISTATS 2016