Ankur Taly

Axiomatic Attribution for Deep Networks

Mukund Sundararajan, Ankur Taly, Qiqi Yan · arXiv (Cornell University) · 2017 · 2.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy

Rory Sayres, Ankur Taly, Ehsan Rahimy et al. · Ophthalmology · 2018 · 420 citations · Full text

Computing, Computer Science, Ophthalmology +17

Axiomatic Attribution for Deep Networks

Mukund Sundararajan, Ankur Taly, Qiqi Yan · arXiv (Cornell University) · 2017 · 412 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Explainable AI in Industry

Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi et al. · 2019 · 135 citations

Computing, Computer Science, Artificial Intelligence +14

Using attribution to decode binding mechanism in neural network models for chemistry

Kevin McCloskey, Ankur Taly, Federico Monti et al. · Proceedings of the National Academy of Sciences · 2019 · 118 citations · Full text

Pharmacy, Bioinformatics, Medicinal Chemistry +15