Publications

 

Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska
Democratizing Data Science through Interactive Curation of ML Pipelines
SIGMOD2019

Tim Kraska
Northstar: An Interactive Data Science System
PVLDB 11(12): 2150-2164 (2018)

Yeounoh Chung, Sacha Servan-Schreiber, Emanuel Zgraggen, Tim Kraska
Towards Quantifying Uncertainty in Data Analysis & Exploration
IEEE Data Eng. Bull.41(3): 15-27 (2018)

Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert Zeleznik, Emanuel Zgraggen
Towards Interactive Curation & Automatic Tuning of ML Pipelines
DEEM@SIGMOD 2018: 1:1-1:4

Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska
Estimating the Impact of Unknown Unknowns on Aggregate Query Results.
ACM Trans. Database Syst. 43(1): 3:1-3:37 (2018)

Emanuel Zgraggen, Zheguang Zhao, Robert C. Zeleznik, Tim Kraska
Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis
CHI2018: 479

Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Revisiting Reuse for Approximate Query Processing
PVLDB 10(10): 1142-1153 (2017)

Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska
How Progressive Visualizations Affect Exploratory Analysis
IEEE Trans. Vis. Comput. Graph. 23(8): 1977-1987 (2017)

Carsten Binnig, Lorenzo De Stefani, Tim Kraska, Eli Upfal, Emanuel Zgraggen, Zheguang Zhao
Toward Sustainable Insights, or Why Polygamy is Bad for You
CIDR 2017

Yue Guo, Carsten Binnig, Tim Kraska
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration
HILDA@SIGMOD 2017: 2:1-2:5

Tim Kraska
Approximate Query Processing for Interactive Data Science
SIGMOD Conference 2017: 525

Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen, Carsten Binnig, Eli Upfal, Tim Kraska
Controlling False Discoveries During Interactive Data Exploration
SIGMOD Conference 2017: 527-540

Zheguang Zhao, Emanuel Zgraggen, Lorenzo De Stefani, Carsten Binnig, Eli Upfal, Tim Kraska
Safe Visual Data Exploration
SIGMOD Conference 2017: 1671-1674

Philipp Eichmann, Emanuel Zgraggen, Zheguang Zhao, Carsten Binnig, Tim Kraska
Towards a Benchmark for Interactive Data Exploration
IEEE Data Eng. Bull. 39(4): 50-61 (2016)

Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig, Tim Kraska
VisTrees: fast indexes for interactive data exploration
HILDA@SIGMOD2016: 5

Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
The case for interactive data exploration accelerators (IDEAs)
HILDA@SIGMOD 2016: 11

Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Vizdom: Interactive Analytics through Pen and Touch
PVLDB 8(12): 2024-2027 (2015)

Evan R. Sparks, Ameet Talwalkar, Daniel Haas, Michael J. Franklin, Michael I. Jordan, Tim Kraska
Automating model search for large scale machine learning
SoCC 2015: 368-380

Emanuel Zgraggen, Robert C. Zeleznik, Steven M. Drucker
PanoramicData: Data Analysis through Pen & Touch
IEEE Trans. Vis. Comput. Graph. 20(12): 2112-2121 (2014)

Tim Kraska et al
MLbase: A Distributed Machine-learning System
CIDR 2013