101 citations · 102 across the 3 of their papers we have counts for
4 papers · 1 filter
Interactive Model Cards: A Human-Centered Approach to Model Documentation
Anamaria Crisan, Margaret Drouhard, Jesse Vig +1
Deep learning models for natural language processing (NLP) are increasingly adopted and deployed by analysts without formal training in NLP or machine learning (ML). However, the d…
Fits and Starts: Enterprise Use of AutoML and the Role of Humans in the Loop
Anamaria Crisan, Brittany Fiore-Gartland
AutoML systems can speed up routine data science work and make machine learning available to those without expertise in statistics and computer science. These systems have gained t…
User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics
Anamaria Crisan, Michael Correll
Topic models are widely used analysis techniques for clustering documents and surfacing thematic elements of text corpora. These models remain challenging to optimize and often req…
GEViTRec: Data Reconnaissance Through Recommendation Using a Domain-Specific Prevalence Visualization Design Space
Anamaria Crisan, Shannah Fisher, Jennifer L. Gardy +1
Genomic Epidemiology (genEpi) is a branch of public health that uses many different data types including tabular, network, genomic, and geographic, to identify and contain outbreak…