David P. Helmbold
7 papers
· 2009–2018
· 3 conferences
· across top CS/AI conferences
Achievements
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
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Academic Marathon
(9)
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Cross-Pollinator
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
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Keyword Champion
(2)
Conferences
JMLR (4)
COLT (2)
ALT (1)
Top co-authors
Keywords
online learning
(3)
regret bound
(2)
deep network
(2)
dropout regularization
(2)
learning theory
(2)
weight decay
(2)
linear classification
(1)
l2 regularization
(1)
permutation learning
(1)
conditional independence
(1)
error probability
(1)
mistake bound
(1)
exponential weight
(1)
inductive bia
(1)
doubly stochastic matrix
(1)
multiplicative update
(1)
local minimum
(1)
prediction model
(1)
rectified linear unit
(1)
unlabeled example
(1)
Papers
On the Inductive Bias of Dropout
JMLR 2015
On the Necessity of Irrelevant Variables
JMLR 2012