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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, ...
23996*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
22372017
A fuzzy commitment scheme
A Juels, M Wattenberg
Proceedings of the 6th ACM conference on Computer and communications …, 1999
22281999
Smoothgrad: removing noise by adding noise
D Smilkov, N Thorat, B Kim, F Viégas, M Wattenberg
arXiv preprint arXiv:1706.03825, 2017
21272017
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
17152018
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
12952004
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
11032013
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
10502007
How to use t-SNE effectively
M Wattenberg, F Viégas, I Johnson
Distill 1 (10), e2, 2016
8482016
TensorFlow: Large-scale machine learning on heterogeneous systems, software available from tensorflow. org (2015)
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
URL https://www. tensorflow. org, 2015
8262015
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
7842002
Stacked graphs–geometry & aesthetics
L Byron, M Wattenberg
IEEE transactions on visualization and computer graphics 14 (6), 1245-1252, 2008
5962008
Participatory visualization with wordle
FB Viegas, M Wattenberg, J Feinberg
IEEE transactions on visualization and computer graphics 15 (6), 1137-1144, 2009
5772009
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
5362007
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
5122019
The word tree, an interactive visual concordance
M Wattenberg, FB Viégas
IEEE transactions on visualization and computer graphics 14 (6), 1221-1228, 2008
4892008
Arc diagrams: Visualizing structure in strings
M Wattenberg
IEEE Symposium on Information Visualization, 2002. INFOVIS 2002., 110-116, 2002
4282002
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
4142019
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
4012019
Ordered treemap layouts
B Shneiderman, M Wattenberg
IEEE Symposium on Information Visualization, 2001. INFOVIS 2001., 73-78, 2001
3972001
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Articles 1–20