Arvind Satyanarayan

Assistant Professor MIT EECS/CSAIL

Arvind Satyanarayan is an Associate Professor in the Department of Electrical Engineering and Computer Science at MIT and an investigator at the Computer Science and Artificial Intelligence Laboratory (CSAIL).1 5 He leads the Visualization Group at MIT CSAIL, where his research focuses on using interactive data visualization to study intelligence augmentation.2 4

Research and Contributions

Satyanarayan's work explores how computational representations and software systems can amplify human cognition and creativity while respecting user agency.1 2 His research has been recognized with several awards:

NSF CAREER award
Best paper awards at academic venues like ACM CHI and IEEE VIS
Honorable mentions from practitioners (e.g., Kantar's Information is Beautiful Awards)2 4

Systems developed by Satyanarayan and his team have been widely adopted in various contexts:

Industry applications
Wikipedia
Jupyter/Python data science communities1 2

Education and Career

Satyanarayan's educational background includes:

PhD in Computer Science from Stanford University
MS in Computer Science from Stanford University
BS in Computer Science from the University of California, San Diego1 3

His professional experience includes:

Associate Professor at MIT CSAIL (July 2018 - Present)
Visiting Researcher at Google (October 2017 - June 2018)
Cofounder and Advisor at Apropose, Inc. (May 2014 - September 2016)3

Publications and Research Areas

Satyanarayan has authored numerous publications in the fields of data visualization, human-computer interaction, and machine learning. Some of his notable works include:

"Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods"
"Saliency Cards: A Framework to Characterize and Compare Saliency Methods"
"Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior"1

His research interests encompass:

Interactive data visualization
Intelligence augmentation
Human-computer interaction
Machine learning4

Arvind Satyanarayan's work continues to contribute significantly to the fields of computer science and artificial intelligence, with a focus on enhancing human-computer interaction through innovative visualization techniques.