Sara van de Geer
4 papers
· 2005–2020
· 1 conference
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🏃
Academic Marathon
(15)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(10)
📈
Trend Setter
Conferences
JMLR (4)
Top co-authors
Keywords
learning theory
(1)
high-dimensional statistics
(1)
image denoising
(1)
empirical risk minimization
(1)
oracle inequality
(1)
sparse regression
(1)
lasso regression
(1)
high-dimensional regression
(1)
total variation
(1)
convergence rate
(1)
prediction error
(1)
parametric rate
(1)
asymptotic distribution
(1)
piecewise constant
(1)
two-category classification
(1)
oracle property
(1)
square root loss
(1)
penalized estimator
(1)
weakly decomposable norm
(1)
compatibility constant
(1)