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Stephen Macke
Stephen Macke
Software Engineer at Databricks
Zweryfikowany adres z databricks.com - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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Accelerating human-in-the-loop machine learning: Challenges and opportunities
D Xin, L Ma, J Liu, S Macke, S Song, A Parameswaran
Proceedings of the Second Workshop on Data Management for End-To-End Machine …, 2018
1412018
Towards Scalable Dataframe Systems
D Petersohn, S Macke, D Xin, W Ma, D Lee, X Mo, JE Gonzalez, ...
arXiv preprint arXiv:2001.00888, 2020
1032020
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.
DJL Lee, S Macke, D Xin, A Lee, S Huang, AG Parameswaran
IEEE Data Eng. Bull. 42 (2), 59-70, 2019
802019
Helix: Holistic optimization for accelerating iterative machine learning
D Xin, S Macke, L Ma, J Liu, S Song, A Parameswaran
arXiv preprint arXiv:1812.05762, 2018
712018
Unsupervised approaches to detecting anomalous behavior in the bitcoin transaction network
J Hirshman, Y Huang, S Macke
3rd ed. Technical report, Stanford University, 2013
612013
Helix: accelerating human-in-the-loop machine learning
D Xin, L Ma, J Liu, S Macke, S Song, A Parameswaran
arXiv preprint arXiv:1808.01095, 2018
372018
Fine-grained lineage for safer notebook interactions
S Macke, H Gong, DJL Lee, A Head, D Xin, A Parameswaran
arXiv preprint arXiv:2012.06981, 2020
332020
Adaptive sampling for rapidly matching histograms
S Macke, Y Zhang, S Huang, A Parameswaran
arXiv preprint arXiv:1708.05918, 2017
242017
Lifting the curse of multidimensional data with learned existence indexes
S Macke, A Beutel, T Kraska, M Sathiamoorthy, DZ Cheng, EH Chi
Workshop on ML for Systems at NeurIPS, 2018
232018
Deep sentencelevel authorship attribution
S Macke, J Hirshman
Stanford University, 2015
92015
Systematic redaction for neuroimage data
M Matlock, N Schimke, L Kong, S Macke, J Hale
International Journal of Computational Models and Algorithms in Medicine …, 2012
82012
Bolt-on, compact, and rapid program slicing for notebooks
S Shankar, S Macke, S Chasins, A Head, A Parameswaran
Proceedings of the VLDB Endowment 15 (13), 4038-4047, 2022
72022
Entropy-based subword mining with an application to word embeddings
A El-Kishky, FF Xu, A Zhang, S Macke, J Han
Proceedings of the Second Workshop on Subword/Character LEvel Models, 12-21, 2018
52018
Rapid approximate aggregation with distribution-sensitive interval guarantees
S Macke, M Aliakbarpour, I Diakonikolas, A Parameswaran, R Rubinfeld
2021 IEEE 37th International Conference on Data Engineering (ICDE), 1703-1714, 2021
32021
Bolt-on, Compact, and Rapid Program Slicing for Notebooks [Technical Report]
S Shankar, S Macke, S Chasins, A Head, A Parameswaran
Technical report, 2022
12022
Towards a Theory of DATA-DIFF: Optimal Synthesis of Succinct Data Modification Scripts
T Wattanawaroon, S Macke, A Parameswaran
arXiv preprint arXiv:1801.06258, 2018
12018
Holistic optimization for accelerating iterative machine learning
AG Parameswaran, S Macke, DS Xin
US Patent 11,620,574, 2023
2023
LEVERAGING DISTRIBUTIONAL CONTEXT FOR SAFE AND INTERACTIVE DATA SCIENCE AT SCALE
ST MACKE
2021
Automating State Management in Computational Notebooks.
S Macke
CIDR, 2021
2021
Generalized Cost Analysis for Decentralized Search over Metric-embedded Networks
S Macke
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