Congratulations to Shah Rukh Humayoun who is an assistant professor in the CS department at the San Francisco State University starting in 2019!
Congratulations to Leilani Battle (MIT, primary advisor: Mike Stonebraker) who is an assistant professor in the CS department at the University of Maryland starting in 2018!
Congratulations to Beste Yuksel (Tufts, primary advisor: Rob Jacob) who is an assistant professor in the CS department at the University of San Francisco starting in 2016!
Congratulations to Alvitta Ottley, who is an assistant professor in the Computer Science department at Washington University in St. Louis starting in 2016!
Congratulations to Jordan Crouser, who is an assistant professor in the Stats and Data Science department at Smith College in 2015!
Congratulations to Eli Brown, who is an assistant professor in the Computer Science department at DePaul University starting in 2016!
Congratulations to Lane Harrison, who is an assistant professor in the Computer Science department at WPI starting in 2015!
Congratulations to Evan Peck (Tufts, primary advisor: Rob Jacob), who is an assistant professor in the CS department at Bucknell starting in 2014!
NN Architecture Search
We introduce REMAP, a system that helps a user perform guided search of neural network architectures.
Effect of Latency
A study of how latency in a system affects a user's search behavior in a visualization interface.
AutoML + VIS
A visual analytics system (Snowcat) that integrates AutoML for model construction, comparison, and selection.
An optmized database + visualization system for web-based multi-canvas pan-zoom interfaces. (MIT)
At a Glance
Modeling the perceived complexity of time-series visualization using "pixel approximate entropy"
Visualizing of the learning rates (the relative gradient contributions) of a recurrent neural network.
Weber's Law 2.0!
Modeling of the perception of correlation in scatterplots. Follow up work to the Weber's law paper in 2014.
Machine learning and classification of visualization types using SVG elements in HTML
NSF HDR (2019-2021)
Accelerating the Discovery of Electronic Materials through Human-Computer Bayesian Optimization
NSF HDR (2019-2021)
Converging Genomics, Phenomics, and Environments Using Interpretable Machine Learning Models
NSF IGE (2019-2023)
STEM Graduate training in Data Science: Solution-oriented, Student-led, Team-based, Computationally-enriched (SOLSTICE) Training
MDA MIDAS (2019-2020)
Multisensory Interactive Data Analysis System
DARPA CHESS (2019-2023)
CHECKMATE: Computer Human Enhanced Coordination for Knowledge, Management, Analysis, and Testing for Exploits
Walmart Foundation (2018-2020)
DARPA D3M (2017-2021)
User-Driven Model Steering and Curation via Inference from Interaction and Model-Space Sampling
Navy TACTIC-D (2017-2021)
Techniques to Adjust Computational Trends Involving Changing Data
NSF CAREER (2015-2020)
Analyzing Interactions in Visual Analytics for User and Data Modeling
(09-23-2019) University of Minnesota