Scalable and accurate deep learning with electronic health records A Rajkomar, E Oren, K Chen, AM Dai, N Hajaj, M Hardt, PJ Liu, X Liu, ... NPJ digital medicine 1 (1), 18, 2018 | 1561 | 2018 |
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 | 1151 | 2018 |
Towards automatic concept-based explanations A Ghorbani, J Wexler, JY Zou, B Kim Advances in Neural Information Processing Systems 32, 2019 | 368 | 2019 |
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 | 339 | 2019 |
Visualizing dataflow graphs of deep learning models in tensorflow K Wongsuphasawat, D Smilkov, J Wexler, J Wilson, D Mane, D Fritz, ... IEEE transactions on visualization and computer graphics 24 (1), 1-12, 2017 | 334 | 2017 |
The language interpretability tool: Extensible, interactive visualizations and analysis for NLP models I Tenney, J Wexler, J Bastings, T Bolukbasi, A Coenen, S Gehrmann, ... arXiv preprint arXiv:2008.05122, 2020 | 96 | 2020 |
The bach doodle: Approachable music composition with machine learning at scale CZA Huang, C Hawthorne, A Roberts, M Dinculescu, J Wexler, L Hong, ... arXiv preprint arXiv:1907.06637, 2019 | 68 | 2019 |
System and method for predicting and summarizing medical events from electronic health records A Mossin, A Rajkomar, E Oren, J Wilson, J Wexler, P Sundberg, A Dai, ... US Patent App. 15/690,721, 2019 | 37 | 2019 |
Artificial Intelligence in Games: A look at the smarts behind Lionhead Studio’s ‘Black and White’and where it can and will go in the future J Wexler University of Rochester 19, 2002 | 29 | 2002 |
Best of both worlds: local and global explanations with human-understandable concepts J Schrouff, S Baur, S Hou, D Mincu, E Loreaux, R Blanes, J Wexler, ... arXiv preprint arXiv:2106.08641, 2021 | 15 | 2021 |
Clinicalvis: Supporting clinical task-focused design evaluation M Ghassemi, M Pushkarna, J Wexler, J Johnson, P Varghese arXiv preprint arXiv:1810.05798, 2018 | 9 | 2018 |
Process for producing fuels from a blended biorenewable feed JT Wexler, RK Hoehn, J Quock US Patent 10,577,547, 2020 | 3 | 2020 |
Generating charts from data in a data table F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum US Patent 11,093,703, 2021 | 1 | 2021 |
Process for producing diesel fuel from a biorenewable feed JT Wexler, RP Davis, N Kapaun US Patent 10,876,050, 2020 | 1 | 2020 |
Probing ML models for fairness with the what-if tool and SHAP: hands-on tutorial J Wexler, M Pushkarna, S Robinson, T Bolukbasi, A Zaldivar Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 1 | 2020 |
System and method for predicting and summarizing medical events from electronic health records K Chen, P Sundberg, A Mossin, N Hajaj, K Litsch, J Wexler, Y Zhang, ... US Patent 11,398,299, 2022 | | 2022 |
Process for producing diesel fuel from a biorenewable feed with recycled sulfur DA Wegerer, JT Wexler, XX Zhu, D Eizenga, R Alcala, A Mathur, ... US Patent App. 17/465,406, 2022 | | 2022 |
Generating charts from data in a data table F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum US Patent App. 17/403,830, 2021 | | 2021 |
Process for reconfiguring existing treating units in a refinery J Wexler, JR Rojas, DA Eizenga US Patent 11,008,520, 2021 | | 2021 |
Metallurgy for processing biorenewable feed CM Wozniak, X Liu, JT Wexler, MW Mucek US Patent App. 16/559,368, 2021 | | 2021 |