CV, scholar, email, twitter, instagram, flickr, green加速器下载破解版
I'm an assistant professor in the Department of Computer Science at the University of Arizona. I work in large-scale data visualization and data analysis. Before coming to sunny, beautiful Tucson, I worked at AT&T Research in New York.
Interactive visualization is crucial in understanding, exploring, and presenting data, but data scale can present serious barriers for effectiveness and adoption. I study these barriers and design solutions to remove them. My work ranges from theoretical to express加速器; from designing solutions specifically for particular domains to designing general w加速器 for large-scale visualization.
Since joining UA, I have worked in a number of projects here, including support for interactive browsing of synteny data at CoGe, and building up interactive visualization infrastructure the ANTARES project. If you're interested in our work, you should also take a look at the webpage of the HDC Lab which I cofounded with my colleagues, Josh Levine and Kate Isaacs.
(I'm trying something different for w加速器, instead of a blog.)
My work is funded by a number of institutions, including the NSF, AT&T, and the Arizona Board of Regents.
green加速器下载n | - | Germany: ML + Vis Dagstuhl |
oct 19 | - | Vancouver: IEEE VIS |
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jun 19 | - | Nashville: Vis EC Summer Camp |
may 19 | - | Calgary: SDM 2022 |
apr 19 | - | Yale: Biostats seminar |
mar 19 | - | NYC: NYU Tandon |
jan 19 | - | Atlanta: ACM FAT* 2022 |
jan 19 | - | Houston: rstudio::conf |
Problems with Shapley-value-based explanations as feature importance measures | 2022-06-24 |
Persistent Homology Guided Force-Directed Graph Layouts | 2022-01-13 |
Assessing the Local Interpretability of Machine Learning Models | 2022-10-06 |
Disentangling Influence: Using Disentangled Representations to Audit Model Predictions | 2022-10-06 |
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Gaps in Information Access in Social Networks | 2022-05-13 |
Quantifying Stereotyping as a Representational Harm | green加速器下载破解版 |
Selective Wander Join: Fast Progressive Visualizations for Data Joins | 2022-03-01 |
A Comparative Study of Fairness-Enhancing Interventions in Machine Learning | 2022-02-04 |
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing | 2018-11-01 |
DimReader: Axis lines that explain non-linear projections | 2018-09-29 |
Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology | 2018-09-28 |
Probabilistic Obfuscation Through Covert Channels | 2018-09-28 |
NNCubes: Learned Structures for Visual Data Exploration | 2018-09-28 |
Looks Good to Me: Visualizations as Sanity Checks | 2018-09-28 |
DimReader: Axis lines that explain non-linear projections | 2018-09-28 |
Runaway Feedback Loops in Predictive Policing | 2017-12-05 |
DimReader: Using auto-differentiation to explain non-linear projections | 2017-10-10 |
Load-n-Go: Fast Approximate Join Visualizations That Improve Over Time | w加速器 |
Cartogram Visualization for Bivariate Geo-Statistical Data | 2017-10-01 |
A Vector Field Design Approach to Animated Transitions | 2017-09-13 |
Auditing Black-box Models for Indirect Influence | 2016-12-13 |
Hashedcubes: Simple, Low Memory, Real-Time Visual Exploration of Big Data | 2016-09-12 |
Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets | 2016-09-12 |
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A Simple Approach for Boundary Improvement of Euler Diagrams | 2015-08-17 |
Certifying and Removing Disparate Impact | 2015-08-16 |
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(short paper) Towards Understanding Enjoyment and Flow in Information Visualization | 2015-05-19 |
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Visual Embedding: A Model for Visualization | 2014-01-02 |
Nanocubes for Real-Time Exploration of Spatiotemporal Datasets | 加速器 |
Verifying Volume Rendering Using Discretization Error Analysis | 2013-09-01 |
Vector-Field k-Means: Clustering Trajectories by Fitting Multiple Vector Fields | 2013-07-01 |
Drawing Large Graphs by Low-Rank Stress Majorization | green加速器下载 |
Topology Verification for Isosurface Extraction | 2011-11-02 |
Multilevel Agglomerative Edge Bundling for Visualizing Large Graphs | 2011-03-01 |
The Provenance of Workflow Upgrades | 2010-01-01 |
Verifiable Visualization for Isosurface Extraction | 2009-10-01 |
Bandwidth Selection and Reconstruction Quality in Point-Based Surfaces | 2009-01-01 |
VisComplete: Automating Suggestions for Visualization Pipelines | 2008-10-01 |
Tackling the Provenance Challenge One Layer at a Time | 2008-10-01 |
Revisiting Histograms and Isosurface Statistics | 网络加速器 |
Edge Transformations for Improving Mesh Quality of Marching Cubes | 2008-10-01 |
Edge Groups: An Approach to Understanding the Mesh Quality of Marching Methods | 2008-10-01 |
Examining Statistics of Workflow Evolution Provenance: A First Study | 2008-07-01 |
Optimal Bandwidth Selection for MLS Surfaces | 2008-02-01 |
Querying and Creating Visualizations by Analogy | 2007-10-01 |
Hardware-Assisted Point-Based Volume Rendering of Tetrahedral Meshes | 2007-07-01 |
High-Quality Extraction of Isosurfaces from Regular and Irregular Grids | 2006-10-01 |
Managing the Evolution of Dataflows with VisTrails | 2006-06-01 |
Direct (Re)Meshing for Efficient Surface Processing | green加速器下载百度云 |
Practical CFD Simulations on Programmable Graphics Hardware using SMAC | 2005-11-01 |
VisTrails: Enabling Interactive Multiple-View Visualizations | 2005-10-01 |
Triangulating Point-Set Surfaces with Bounded Error | 2005-06-01 |