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Kevin Luk
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 4
Top Topics
Stochastic Gradient Descent
Noise Level
Loss Function
Online Algorithms
Top Venues
CoRR
AISTATS
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Publications
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Yeming Wen
,
Kevin Luk
,
Maxime Gazeau
,
Guodong Zhang
,
Harris Chan
,
Jimmy Ba
An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise.
AISTATS
(2020)
Yeming Wen
,
Kevin Luk
,
Maxime Gazeau
,
Guodong Zhang
,
Harris Chan
,
Jimmy Ba
Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise.
CoRR
(2019)
Kevin Luk
,
Roger B. Grosse
A Coordinate-Free Construction of Scalable Natural Gradient.
CoRR
(2018)
Elias Tragas
,
Calvin Luo
,
Maxime Gazeau
,
Kevin Luk
,
David Duvenaud
Scalable Recommender Systems through Recursive Evidence Chains.
CoRR
(2018)