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James Wexler
James Wexler
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Year
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
19922018
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
16432018
Towards automatic concept-based explanations
A Ghorbani, J Wexler, JY Zou, B Kim
Advances in neural information processing systems 32, 2019
5512019
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
4972019
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
3762017
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
1492020
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
852019
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
612019
Generating charts from data in a data table
F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum
US Patent 11,093,703, 2021
492021
Artificial Intelligence in Games: A look at the smarts behind Lionhead Studio's" Black and White" and where it can go and will go in the future
J Wexler
University of Rochester 19, 2002
332002
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
222021
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
162022
Clinicalvis: Supporting clinical task-focused design evaluation
M Ghassemi, M Pushkarna, J Wexler, J Johnson, P Varghese
arXiv preprint arXiv:1810.05798, 2018
122018
Process for producing fuels from a blended biorenewable feed
JT Wexler, RK Hoehn, J Quock
US Patent 10,577,547, 2020
42020
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
22020
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles
S Petridis, B Wedin, J Wexler, A Donsbach, M Pushkarna, N Goyal, ...
arXiv preprint arXiv:2310.15428, 2023
12023
Analyzing a Caching Model
L Sixt, EZ Liu, M Pellat, J Wexler, M Hashemi, B Kim, M Maas
arXiv preprint arXiv:2112.06989, 2021
12021
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
M Kahng, I Tenney, M Pushkarna, MX Liu, J Wexler, E Reif, K Kallarackal, ...
arXiv preprint arXiv:2402.10524, 2024
2024
Generating charts from data in a data table
F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum
US Patent App. 18/217,436, 2024
2024
From Discovery to Adoption: Understanding the ML Practitioners’ Interpretability Journey
N Ashtari, R Mullins, C Qian, J Wexler, I Tenney, M Pushkarna
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2304-2325, 2023
2023
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