Systematic Redaction for Neuroimage Data. - Matt Matlock; Nakeisha Schimke; Liang Kong 002; Stephen Macke; John Hale (Int. J. Comput. Model. Algorithms Medicine, 2012)

Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities. - Doris Xin; Litian Ma; Jialin Liu; Stephen Macke; Shuchen Song; Aditya G. Parameswaran (DEEM@SIGMOD, 2018)

Towards a Theory of Data-Diff: Optimal Synthesis of Succinct Data Modification Scripts. - Tana Wattanawaroon; Stephen Macke; Aditya G. Parameswaran (CoRR, 2018)

Adaptive Sampling for Rapidly Matching Histograms. - Stephen Macke; Yiming Zhang; Silu Huang; 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)

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)

A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead. - Doris Jung Lin Lee; Stephen Macke; Doris Xin; Angela Lee; Silu Huang; Aditya G. Parameswaran (IEEE Data Eng. Bull., 2019)

Towards Scalable Dataframe Systems. - Devin Petersohn; William W. Ma; Doris Jung Lin Lee; Stephen Macke; Doris Xin; Xiangxi Mo; Joseph Gonzalez 001; Joseph M. Hellerstein; Anthony D. Joseph; Aditya G. Parameswaran (Proc. VLDB Endow., 2020)

Automating State Management in Computational Notebooks. - Stephen Macke (CIDR, 2021)

Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees. - Stephen Macke; Maryam Aliakbarpour; Ilias Diakonikolas; Aditya G. Parameswaran; Ronitt Rubinfeld (ICDE, 2021)

Fine-Grained Lineage for Safer Notebook Interactions. - Stephen Macke; Aditya G. Parameswaran; Hongpu Gong; Doris Jung Lin Lee; Doris Xin; Andrew Head (Proc. VLDB Endow., 2021)

Leveraging distributional context for safe and interactive data science at scale - Stephen Macke (2021)

Bolt-on, Compact, and Rapid Program Slicing for Notebooks [Scalable Data Science]. - Shreya Shankar; Stephen Macke; Sarah E. Chasins; Andrew Head; Aditya G. Parameswaran (Proc. VLDB Endow., 2022)