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This is a full list of publications, updated August 2018. For more context,
please see my research page.
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Deep learning of aftershock patterns following large earthquakes Phoebe M. R. DeVries, Fernanda Viégas, Martin Wattenberg & Brendan J. Meade Nature, vol 560, pp 632-634 (2018)
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda Viégas, Martin Wattenberg InfoVis 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim, Martin Wattenberg, Justin Gilmer, Carrie Cai, James Wexler, Fernanda Viégas, Rory Sayres ICML 2018
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean TACL, 2017
SmoothGrad: removing noise by adding noise Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda Viégas, Martin Wattenberg ICML workshop on Visualization for deep learning 2017
What Is Better Than Coulomb Failure Stress? A Ranking of Scalar Static Stress Triggering Mechanisms from 105 Mainshock-Aftershock Pairs
Brendan J. Meade, Phoebe M. R. DeVries, Jeremy Faller, Fernanda Viégas, Martin Wattenberg Geophysical Research Letters, 2017
Embedding Projector: Interactive Visualization and Interpretation of Embeddings Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg Workshop on Interpretable Machine Learning in Complex
Systems, NIPS 2016
Direct-Manipulation Visualization of Deep Networks Daniel Smilkov, Shan Carter, D. Sculley, Fernanda B. Viégas, Martin Wattenberg Invited paper, ICML 2016 Visualization Workshop
Interactive Visualization of Spatially Amplified GNSS Timeâ€Series Position Fields Brendan J. Meade, William T. Freeman, Jimbo Wilson, Fernanda Viégas, Martin Wattenberg Seismological Research Letters vol. 88 no. 1 126-130. (Nov. 2016)
How to Use t-SNE Effectively Martin Wattenberg, Fernanda Viégas and Ian Johnson Distill, Oct. 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Abadi et al. arXiv:1603.04467 [cs.DC] 2015.
Design and Redesign in Data Visualization Fernanda Viégas and Martin Wattenberg. Book chapter in Malofiej 22, SND-E, March 2015
Visualizing Statistical Mix Effects and Simpson's Paradox Zan Armstrong and Martin Wattenberg Proceedings of IEEE InfoVis 2014, IEEE
Google+Ripples: a native visualization of information flow Fernanda Viégas, Martin Wattenberg, Jack Hebert, Geoffrey Borggaard, Alison Cichowlas, Jonathan Feinberg, Jon Orwant , Christopher Wren Proceedings of the 22nd international conference on World Wide Web (WWW 2013)
Ad Click Prediction: a View from the Trenches H. Brendan McMahan, Gary Holt, D. Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Martin Wattenberg, Arnar Mar Hrafnkelsson, Tom Boulos, Jeremy Kubica Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) (2013)
The future of visualization Fernanda Viégas & Martin Wattenberg CNN.com editorial, April 19, 2011
Luscious Fernanda Viégas & Martin Wattenberg Book chapter in Net Works: case studies in web art and design
Ed. xtine burrough, Routledge 2011
Beautiful History: Visualizing Wikipedia Fernanda Viégas & Martin Wattenberg Book chapter in Beautiful Visualization: Looking at Data through the Eyes of Experts (Theory in Practice)
Ed. Julie Steele & Noah Ilinsky. O'Reilly Media, 2010
Case Study: Many Eyes Fernanda Viégas & Martin Wattenberg Book chapter in Open Government
Ed. Daniel Lathrop & Laurel Ruma. O'Reilly Media, 2010
The Search for Love Fernanda B. Viégas and Martin Wattenberg Op-Ed, Boston Globe, December 21 2009
Answering Machine Fernanda B. Viégas and Martin Wattenberg Op-Ed, New York Times, December 21 2009
Mapping Text with Phrase Nets Frank van Ham, Martin Wattenberg, Fernanda B. Viégas IEEE InfoVis 2009
Participatory Visualization with Wordle Fernanda B. Viégas, Martin Wattenberg, Jonathan Feinberg IEEE InfoVis 2009
Parallel Tag Clouds to Explore and Analyze Faceted Text Corpora Christopher Collins, Fernanda B. Viégas, Martin Wattenberg VAST 2009
An Intuitive Model of Perceptual Grouping for HCI Design Ruth Rosenholtz, Nathaniel R. Twarog, Nadja Schinkel-Bielefeld and Martin Wattenberg CHI 2009
Stacked Graphs: Geometry & Aesthetics Lee Byron, Martin Wattenberg IEEE InfoVis 2008
The Word Tree: An Interactive Visual Concordance Martin Wattenberg, Fernanda B. Viégas IEEE InfoVis 2008
Tag Clouds and the Case for Vernacular Visualization Fernanda B. Viégas, Martin Wattenberg ACM Interactions, XV.4 - July/August, 2008
Emerging Graphic Tool Gets People Talking. Martin Wattenberg, Fernanda Viégas. Harvard Business Review, published May 2008.
Centrality Based Visualization of Small World Graphs Frank van Ham, Martin Wattenberg IEEE Eurovis 2008
Your Place or Mine? Visualization as a Community Component Catalina M. Danis, Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss. CHI, 2008
Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools Fernanda B. Viégas, Martin Wattenberg, Matt McKeon, Frank van Ham, Jesse Kriss HICSS, 2008
Many Eyes: A Site for Visualization at Internet Scale Fernanda B. Viégas, Martin Wattenberg, Frank van Ham, Jesse Kriss, Matt McKeon Infovis, 2007
Visualizing Activity on Wikipedia with Chromograms Martin Wattenberg, Fernanda B. Viégas, and Kate Hollenbach Interact 2007
Artistic Data Visualization: Beyond Visual Analytics Fernanda B. Viégas and Martin Wattenberg nternational Conference on Online Communities and Social Computing
The Hidden Order of Wikipedia Fernanda B. Viégas, Martin Wattenberg, and Matthew M. McKeon HCII, 2007
Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg.
CHI, 2007.
Talk Before You Type: Coordination in Wikipedia Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss, Frank van Ham HICSS-40, 2007
Communication-Minded Visualization: A Call to Action Fernanda B. Viégas, Martin Wattenberg IBM Systems Journal, 45(4), 2006
Visual Exploration of Multivariate Graphs Martin Wattenberg CHI 2006
Baby Names, Visualization, and Social Data Analysis Martin Wattenberg InfoVis 2005
A Note on Space-Filling Visualizations and Space-Filling Curves Martin Wattenberg InfoVis 2005
E-Mail Research: Targeting the Enterprise Martin Wattenberg, Steve Rohall, Daniel Gruen, and Bernard Kerr Human-Computer Interaction 2005, Vol. 20, No. 1&2, Pages 139-162
Flash Forums and ForumReader: Navigating a New Kind of Online Discussion Kushal Dave, Martin Wattenberg, and Michael Muller CSCW 2004
Studying Cooperation and Conflict between Authors with history flow Visualizations Fernanda B. Viégas, Martin Wattenberg, and Kushal Dave. CHI 2004
Analyzing Perceptual Organization in Information Graphics Martin Wattenberg, and Danyel Fisher Information Visualization, Vol 3, No. 2, 2004.
A Model of Multi-Scale Perceptual Organization in Information Graphics Martin Wattenberg, and Danyel Fisher InfoVis 2003
Arc Diagrams: Visualizing Structure in Strings Martin Wattenberg InfoVis 2002
Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies Ben Bederson, Ben Shneiderman, and Martin Wattenberg ACM Transactions on Graphics, Vol 21, No. 4. 2002
Ordered Treemap Layouts Ben Shneiderman and Martin Wattenberg InfoVis 2001
Sketching a Graph to Query a Time-Series Database Martin Wattenberg CHI 2001
Visualizing the Stock Market Martin Wattenberg CHI 1999
A Fuzzy Commitment Scheme Ari Juels, and Martin Wattenberg ACM Conference on Computer and Communications Security 1999
Hillclimbing as a Baseline Method for the Evaluation of Stochastic Approximation Algorithms Ari Juels, and Martin Wattenberg NIPS 1995
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