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Shuchen Song
Publication Activity (10 Years)
Years Active: 2018-2018
Publications (10 Years): 7
Top Topics
Computational Intelligence
Human Learning
Machine Learning
Iterative Optimization
Top Venues
CoRR
Proc. VLDB Endow.
DEEM@SIGMOD
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Publications
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Doris Xin
,
Litian Ma
,
Jialin Liu
,
Stephen Macke
,
Shuchen Song
,
Aditya G. Parameswaran
Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities.
DEEM@SIGMOD
(2018)
Doris Xin
,
Litian Ma
,
Jialin Liu
,
Stephen Macke
,
Shuchen Song
,
Aditya G. Parameswaran
Helix: Accelerating Human-in-the-loop Machine Learning.
CoRR
(2018)
Doris Xin
,
Stephen Macke
,
Litian Ma
,
Jialin Liu
,
Shuchen Song
,
Aditya G. Parameswaran
Helix: Holistic Optimization for Accelerating Iterative Machine Learning.
Proc. VLDB Endow.
12 (4) (2018)
Doris Xin
,
Litian Ma
,
Jialin Liu
,
Stephen Macke
,
Shuchen Song
,
Aditya G. Parameswaran
Helix: Accelerating Human-in-the-loop Machine Learning.
Proc. VLDB Endow.
11 (12) (2018)
Doris Xin
,
Stephen Macke
,
Litian Ma
,
Jialin Liu
,
Shuchen Song
,
Aditya G. Parameswaran
Helix: Holistic Optimization for Accelerating Iterative Machine Learning.
CoRR
(2018)
Doris Xin
,
Litian Ma
,
Jialin Liu
,
Stephen Macke
,
Shuchen Song
,
Aditya G. Parameswaran
Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities.
CoRR
(2018)
Doris Xin
,
Litian Ma
,
Shuchen Song
,
Aditya G. Parameswaran
How Developers Iterate on Machine Learning Workflows - A Survey of the Applied Machine Learning Literature.
CoRR
(2018)