Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Arvind Satyanarayan

Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment


Jul 20, 2021
Angie Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt

* 14 pages, 8 figures. For more details, see http://shared-interest.csail.mit.edu 

  Access Paper or Ask Questions

Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs


Feb 17, 2021
Harini Suresh, Kathleen M. Lewis, John V. Guttag, Arvind Satyanarayan


  Access Paper or Ask Questions

Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs


Jan 24, 2021
Harini Suresh, Steven R. Gomez, Kevin K. Nam, Arvind Satyanarayan

* In CHI Conference on Human Factors in Computing Systems (CHI '21) 

  Access Paper or Ask Questions

Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples


Dec 10, 2019
Angie Boggust, Brandon Carter, Arvind Satyanarayan


  Access Paper or Ask Questions

Sherlock: A Deep Learning Approach to Semantic Data Type Detection


May 25, 2019
Madelon Hulsebos, Kevin Hu, Michiel Bakker, Emanuel Zgraggen, Arvind Satyanarayan, Tim Kraska, Çağatay Demiralp, César Hidalgo

* KDD'19 

  Access Paper or Ask Questions

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository


May 12, 2019
Kevin Hu, Neil Gaikwad, Michiel Bakker, Madelon Hulsebos, Emanuel Zgraggen, César Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çağatay Demiralp

* CHI'19 

  Access Paper or Ask Questions