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Martin Wattenberg
Martin Wattenberg
Harvard University / Google Research
Verified email at seas.harvard.edu
Title
Cited by
Cited by
Year
TensorFlow: Large-scale machine learning on heterogeneous systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
30619*2015
Google’s multilingual neural machine translation system: Enabling zero-shot translation
M Johnson, M Schuster, QV Le, M Krikun, Y Wu, Z Chen, N Thorat, ...
Transactions of the Association for Computational Linguistics 5, 339-351, 2017
23182017
Smoothgrad: removing noise by adding noise
D Smilkov, N Thorat, B Kim, F Viégas, M Wattenberg
arXiv preprint arXiv:1706.03825, 2017
23172017
A fuzzy commitment scheme
A Juels, M Wattenberg
Proceedings of the 6th ACM conference on Computer and communications …, 1999
22451999
Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)
B Kim, M Wattenberg, J Gilmer, C Cai, J Wexler, F Viegas
International conference on machine learning, 2668-2677, 2018
19142018
Studying cooperation and conflict between authors with history flow visualizations
FB Viégas, M Wattenberg, K Dave
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2004
13102004
Ad click prediction: a view from the trenches
HB McMahan, G Holt, D Sculley, M Young, D Ebner, J Grady, L Nie, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
11222013
Manyeyes: a site for visualization at internet scale
FB Viegas, M Wattenberg, F Van Ham, J Kriss, M McKeon
IEEE transactions on visualization and computer graphics 13 (6), 1121-1128, 2007
10712007
How to use t-SNE effectively
M Wattenberg, F Viégas, I Johnson
Distill 1 (10), e2, 2016
9082016
Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies
BB Bederson, B Shneiderman, M Wattenberg
AcM Transactions on Graphics (TOG) 21 (4), 833-854, 2002
7852002
Stacked graphs–geometry & aesthetics
L Byron, M Wattenberg
IEEE transactions on visualization and computer graphics 14 (6), 1245-1252, 2008
6052008
Participatory visualization with wordle
FB Viegas, M Wattenberg, J Feinberg
IEEE transactions on visualization and computer graphics 15 (6), 1137-1144, 2009
5992009
The what-if tool: Interactive probing of machine learning models
J Wexler, M Pushkarna, T Bolukbasi, M Wattenberg, F Viégas, J Wilson
IEEE transactions on visualization and computer graphics 26 (1), 56-65, 2019
5752019
Talk before you type: Coordination in Wikipedia
FB Viégas, M Wattenberg, J Kriss, F Van Ham
2007 40th Annual Hawaii International Conference on System Sciences (HICSS …, 2007
5382007
The word tree, an interactive visual concordance
M Wattenberg, FB Viégas
IEEE transactions on visualization and computer graphics 14 (6), 1221-1228, 2008
4982008
TensorFlow: large-scale machine learning on heterogeneous distributed systems (2016)
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
arXiv preprint arXiv:1603.04467 52, 2015
4952015
Human-centered tools for coping with imperfect algorithms during medical decision-making
CJ Cai, E Reif, N Hegde, J Hipp, B Kim, D Smilkov, M Wattenberg, ...
Proceedings of the 2019 chi conference on human factors in computing systems …, 2019
4602019
Visualizing and measuring the geometry of BERT
E Reif, A Yuan, M Wattenberg, FB Viegas, A Coenen, A Pearce, B Kim
Advances in neural information processing systems 32, 2019
4382019
Arc diagrams: Visualizing structure in strings
M Wattenberg
IEEE Symposium on Information Visualization, 2002. INFOVIS 2002., 110-116, 2002
4282002
Ordered treemap layouts
B Shneiderman, M Wattenberg
IEEE Symposium on Information Visualization, 2001. INFOVIS 2001., 73-78, 2001
4022001
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Articles 1–20