Litian Ma

Publication Activity (10 Years)

Years Active: 2018-2018
Publications (10 Years): 7

Top Topics

Computational Intelligence

Machine Learning

Iterative Optimization

Top Venues

Proc. VLDB Endow.

Publications

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)