Ya'acov Ritov
5 papers · 2006–2021 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon Β· Full
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Venues
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Research topics
Keywords
high-dimensional regression
(2)
dimensionality reduction
(1)
learning theory
(1)
model selection
(1)
statistical inference
(1)
manifold learning
(1)
convergence analysis
(1)
high-dimensional inference
(1)
risk minimization
(1)
locally linear embedding
(1)
simulated annealing
(1)
minimax theory
(1)
elastic net
(1)
support vector machine
(1)
high-dimensional data
(1)
asymptotic normality
(1)
single-index model
(1)
bayes classifier
(1)
laplacian eigenmap
(1)
debiased lasso
(1)
Papers
Inference In High-dimensional Single-Index Models Under Symmetric Designs
JMLR 2021
Identifying a Minimal Class of Models for High--dimensional Data
JMLR 2017
Consistency and Localizability
JMLR 2009
Manifold Learning: The Price of Normalization
JMLR 2008
Some Theory for Generalized Boosting Algorithms
JMLR 2006