Sotabase

Career

· Research Scientist AI ML, Apple2020–
· Assistant Professor, Carnegie Mellon University2020–
· Research Scientist AI ML, Apple2019–2020
· Researcher, Streamlit2019–2019
· Research Intern, Microsoft2017–2017
· Research Intern, Microsoft2016–2017
· Research Intern, Google AI2015–2015
· SWE Intern, Google2014–2014
· Research Assistant, University of Washington2013–2019
· Summer Of Code Student 2012, Google2012–2012
· Teaching Assistant, Hasso-Plattner-Institute2012–2012
· Develop Solver For Logic Programs, Institut für Informatik, Uni Potsdam2012–2013
· Intern, Developer, Open Knowledge Foundation2012–2013
· Internship, PIK - Potsdam institute for Climate Impact Research2012–2012

Publications (98)

Vega-Lite: A Grammar of Interactive Graphics
IEEE Transactions on Visualization and Computer Graphics · 2018
900
cited
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
IEEE Transactions on Visualization and Computer Graphics · 2016
561
cited
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
IEEE Transactions on Visualization and Computer Graphics · 2018
333
cited
Voyager 2: Augmenting Visual Analysis with Partial View Specifications
International Conference on Human Factors in Computing Systems · 2017
323
cited
Altair: Interactive Statistical Visualizations for Python
Journal of Open Source Software · 2018
212
cited
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
IEEE Transactions on Visualization and Computer Graphics · 2021
158
cited
Towards a general-purpose query language for visualization recommendation
HILDA '16 · 2016
115
cited
Demonstration of the Myria big data management service
SIGMOD Conference · 2014
109
cited
Value-Suppressing Uncertainty Palettes
International Conference on Human Factors in Computing Systems · 2018
94
cited
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
International Conference on Human Factors in Computing Systems · 2017
93
cited
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks
ACM Symposium on User Interface Software and Technology · 2020
91
cited
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment
SIGMOD Conference · 2016
88
cited
The Myria Big Data Management and Analytics System and Cloud Services
Conference on Innovative Data Systems Research · 2017
87
cited
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
International Conference on Human Factors in Computing Systems · 2021
74
cited
Apple Intelligence Foundation Language Models
arXiv.org · 2024
69
cited
How accessible is my visualization? Evaluating visualization accessibility with Chartability
Computer graphics forum (Print) · 2022
66
cited
Symphony: Composing Interactive Interfaces for Machine Learning
International Conference on Human Factors in Computing Systems · 2022
59
cited
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
International Conference on Human Factors in Computing Systems · 2019
49
cited
Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations
International Conference on Human Factors in Computing Systems · 2020
47
cited
Beyond Heuristics: Learning Visualization Design
arXiv.org · 2018
38
cited
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