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FaiR-N: Fair and Robust Neural Networks for Structured Data

Oct 13, 2020
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh


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Explainable Machine Learning in Deployment

Sep 13, 2019
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley


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CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models

May 20, 2019
Shubham Sharma, Jette Henderson, Joydeep Ghosh


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Significance of the levels of spectral valleys with application to front/back distinction of vowel sounds

Oct 05, 2015
T. V. Ananthapadmanabha, A. G. Ramakrishnan, Shubham Sharma

* 39 pages, 6 figures, submitted to JASA 

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