Litian Ma

According to our database, Litian Ma authored at least 4 papers in 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Helix: Holistic Optimization for Accelerating Iterative Machine Learning.

Doris Xin, Stephen Macke, Litian Ma, Jialin Liu, Shuchen Song, Aditya G. Parameswaran

Proc. VLDB Endow., 2018

Helix: Accelerating Human-in-the-loop Machine Learning.

Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya G. Parameswaran

Proc. VLDB Endow., 2018

How Developers Iterate on Machine Learning Workflows - A Survey of the Applied Machine Learning Literature.

Doris Xin, Litian Ma, Shuchen Song, Aditya G. Parameswaran

CoRR, 2018

Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities.

Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya G. Parameswaran

Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018