Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Stephen Macke
Observed names:
Macke, Stephen,
Macke, Stephen Thomas
Observed institutions:
University of Illinois Urbana-Champaign,
Shanghai Jiao Tong University,
University of Tulsa,
University of California, Berkeley
OpenAlex ID:
A5072195443
Accelerating Human-in-the-loop Machine Learning
2018
·
Doris Xin
, Litian Ma
, et al.
·
Workshop on Data Management for End-to-End Machine Learning (DEEM)
·
120
PDF
Towards scalable dataframe systems
2020
·
Devin Petersohn
, Stephen Macke
, et al.
·
Proceedings of the VLDB Endowment
·
93
PDF
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.
2019
·
Doris Jung Lin Lee
, Stephen Macke
, et al.
·
IEEE Data(base) Engineering Bulletin
·
54
HELIX
2018
·
Doris Xin
, Stephen Macke
, et al.
·
Proceedings of the VLDB Endowment
·
49
Fine-grained lineage for safer notebook interactions
2021
·
Stephen Macke
, Hongpu Gong
, et al.
·
Proceedings of the VLDB Endowment
·
48
PDF
Adaptive sampling for rapidly matching histograms
2018
·
Stephen Macke
, Yiming Zhang
, et al.
·
Proceedings of the VLDB Endowment
·
23
PDF
Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities
2018
·
Xin, Doris
, Ma, Litian
, et al.
·
arXiv (Cornell University)
·
19
PDF
Bolt-on, Compact, and Rapid Program Slicing for Notebooks
2022
·
Shreya Shankar
, Stephen Macke
, et al.
·
Proceedings of the VLDB Endowment
·
17
Systematic Redaction for Neuroimage Data
2012
·
Matt Matlock
, Nakeisha Schimke
, et al.
·
International Journal of Computational Models and Algorithms in Medicine
·
10
Helix: Holistic Optimization for Accelerating Iterative Machine Learning
2018
·
Xin, Doris
, Macke, Stephen
, et al.
·
arXiv (Cornell University)
·
9
PDF
Entropy-Based Subword Mining with an Application to Word Embeddings
2018
·
Ahmed El-Kishky
, Frank Xu
, et al.
·
7
PDF
Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees
2021
·
Stephen Macke
, Maryam Aliakbarpour
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
3
PDF
Automating State Management in Computational Notebooks.
2021
·
Stephen Macke
·
Conference on Innovative Data Systems Research
Towards a Theory of Data-Diff: Optimal Synthesis of Succinct Data Modification Scripts
2018
·
Wattanawaroon, Tana
, Macke, Stephen
, et al.
·
arXiv (Cornell University)
PDF
Show more works
View as search
Works count:
15
Citation count:
452
H-index:
9
I10-index:
9
Year
Topic
Type
