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Fengan Li
Publication Activity (10 Years)
Years Active: 2017-2019
Publications (10 Years): 3
Top Topics
Differential Privacy
Weight Vector
Multiresolution
Stochastic Gradient Descent
Top Venues
SIGMOD Conference
CoRR
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Publications
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Fengan Li
,
Lingjiao Chen
,
Yijing Zeng
,
Arun Kumar
,
Xi Wu
,
Jeffrey F. Naughton
,
Jignesh M. Patel
Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent.
SIGMOD Conference
(2019)
Fengan Li
,
Lingjiao Chen
,
Arun Kumar
,
Jeffrey F. Naughton
,
Jignesh M. Patel
,
Xi Wu
When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding.
CoRR
(2017)
Xi Wu
,
Fengan Li
,
Arun Kumar
,
Kamalika Chaudhuri
,
Somesh Jha
,
Jeffrey F. Naughton
Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics.
SIGMOD Conference
(2017)