Stephen Macke
About
I'm a Ph.D. student in the Data and Information Systems laboratory at UIUC.
I am currently visiting UC Berkeley, where I'm fortunate to be advised by Aditya Parameswaran.
My research is broadly focused on improving user workflows for machine learning
and other analytics tasks, particularly by bringing ideas from the database
community to enforce rigor and structure in such workflows, but without
compromising interactivity. I'm grateful to have had my graduate study funded by an NSF Graduate Research Fellowship.
Publications
PAPER
Towards Scalable Dataframe Systems
Devin Petersohn, Stephen Macke, Doris Xin, William Ma, Doris Jung-Lin Lee, Xiangxi Mo, Joesph Gonzalez, Anthony Joseph, Joseph Hellerstein, Aditya Parameswaran.
46th International Conference on Very Large Data Bases (VLDB), Tokyo, Japan, Aug. 2020.
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