James Wexler
James Wexler
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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), 1-10, 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
Towards automatic concept-based explanations
A Ghorbani, J Wexler, JY Zou, B Kim
Advances in neural information processing systems 32, 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
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
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
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
Generating charts from data in a data table
F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum
US Patent 11,093,703, 2021
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
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
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
Clinicalvis: Supporting clinical task-focused design evaluation
M Ghassemi, M Pushkarna, J Wexler, J Johnson, P Varghese
arXiv preprint arXiv:1810.05798, 2018
Constitutionmaker: Interactively critiquing large language models by converting feedback into principles
S Petridis, BD Wedin, J Wexler, M Pushkarna, A Donsbach, N Goyal, ...
Proceedings of the 29th International Conference on Intelligent User …, 2024
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, ...
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
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
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 11,935,634, 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
ConstitutionalExperts: Training a Mixture of Principle-based Prompts
S Petridis, B Wedin, A Yuan, J Wexler, N Thain
arXiv preprint arXiv:2403.04894, 2024
Analyzing a caching model
L Sixt, EZ Liu, M Pellat, J Wexler, M Hashemi, B Kim, M Maas
arXiv preprint arXiv:2112.06989, 2021
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
E Reif, C Qian, J Wexler, M Kahng
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
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