Sara van de Geer
4 papers · 2005–2020 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon ยท Full
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Venues
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Research topics
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)
square-root loss
(1)
oracle property
(1)
penalized estimator
(1)
weakly decomposable norm
(1)
compatibility constant
(1)