Roman Novak
13 papers
· 2018–2024
· 3 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Conference Polyglot
(3)
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Academic Marathon
(6)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
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Interdisciplinary Bridge
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Keyword Pioneer
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Triple Crown
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Dynamic Duo
(11)
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Conference Pioneer
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Unstoppable
(5)
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Century Club
(13)
Conferences
ICLR (5)
ICML (4)
NIPS (4)
Top co-authors
Keywords
neural tangent kernel
(4)
neural network gaussian process
(3)
infinite width limit
(2)
kernel methods
(2)
kl divergence
(1)
posterior sampling
(1)
neural network optimization
(1)
markov chain monte carlo
(1)
gaussian process
(1)
gradient descent
(1)
matrix computation
(1)
convolutional neural network
(1)
weight decay
(1)
dataset distillation
(1)
positional encoding
(1)
bayesian neural network
(1)
convolutional kernel
(1)
linear model
(1)
infinite width
(1)
network initialization
(1)
Papers
Fast Finite Width Neural Tangent Kernel
ICML 2022