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Vijay Arya

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Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning

Jan 28, 2022
Amit Dhurandhar, Karthikeyan Ramamurthy, Kartik Ahuja, Vijay Arya

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AI Explainability 360: Impact and Design

Sep 24, 2021
Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

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Fair Transfer of Multiple Style Attributes in Text

Jan 18, 2020
Karan Dabas, Nishtha Madan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty

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One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Sep 14, 2019
Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilović, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

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Blockchain Enabled Trustless API Marketplace

Dec 05, 2018
Vijay Arya, Sayandeep Sen, Palani Kodeswaran

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Model Extraction Warning in MLaaS Paradigm

Nov 20, 2017
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta

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Recovery of a Sparse Integer Solution to an Underdetermined System of Linear Equations

Dec 28, 2011
T. S. Jayram, Soumitra Pal, Vijay Arya

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