László Györfi
4 papers · 2010–2021 · 1 conference · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🏃
Academic Marathon
(11)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(11)
🌉
Interdisciplinary Bridge
Conferences
JMLR (4)
Top co-authors
Keywords
convergence rate
(2)
nearest neighbor
(1)
universal consistency
(1)
statistical estimation
(1)
nearest neighbor classification
(1)
margin condition
(1)
asymptotic normality
(1)
metric space
(1)
empirical distribution
(1)
nonparametric test
(1)
independence test
(1)
prototype algorithm
(1)
regression function
(1)
kernel methods
(1)
large deviation bound
(1)
second moment
(1)
excess error probability
(1)
bayes decision
(1)
multiclass classification
(1)
regression estimate
(1)
Papers
Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces
JMLR 2021
Rate of Convergence of $k$-Nearest-Neighbor Classification Rule
JMLR 2018
On the Asymptotic Normality of an Estimate of a Regression Functional
JMLR 2015
Consistent Nonparametric Tests of Independence
JMLR 2010