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On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models


Sep 12, 2022
Rohan Anil, Sandra Gadanho, Da Huang, Nijith Jacob, Zhuoshu Li, Dong Lin, Todd Phillips, Cristina Pop, Kevin Regan, Gil I. Shamir, Rakesh Shivanna, Qiqi Yan

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* ORSUM - ACM RecSys, September 23, 2022, Seattle, WA 

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How Important Is a Neuron?


May 30, 2018
Kedar Dhamdhere, Mukund Sundararajan, Qiqi Yan

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* under submission 

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Axiomatic Attribution for Deep Networks


Jun 13, 2017
Mukund Sundararajan, Ankur Taly, Qiqi Yan

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Gradients of Counterfactuals


Nov 15, 2016
Mukund Sundararajan, Ankur Taly, Qiqi Yan

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