Sara van de Geer
4 papers · 2005–2020 · 1 conference · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (15) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10)
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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)