Shahar Mendelson
6 papers
· 2001–2017
· 2 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(2)
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Academic Marathon
(16)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
πΊ
Lone Wolf
(3)
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Keyword Trendsetter Combo
(5)
π±
Topic Pioneer
π
Trend Setter
Conferences
JMLR (5)
COLT (1)
Top co-authors
Keywords
learning theory
(3)
empirical risk minimization
(2)
small-ball method
(2)
supervised learning
(1)
neural network theory
(1)
reproducing kernel hilbert space
(1)
rademacher complexity
(1)
gaussian complexity
(1)
stochastic process
(1)
structural risk minimization
(1)
rademacher average
(1)
fat-shattering dimension
(1)
eigenvalue decay
(1)
concentration inequality
(1)
support vector machine
(1)
generalization bound
(1)
convergence rate
(1)
risk bound
(1)
convex hull
(1)
heavy-tailed distribution
(1)
Papers
Learning without concentration
COLT 2014
On the Performance of Kernel Classes
JMLR 2003