6 citations · 10 across the 5 of their papers we have counts for
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cs.LG2022★ 2 cited
Membership-Mappings for Practical Secure Distributed Deep Learning
Mohit Kumar, Weiping Zhang, Lukas Fischer +1
This study leverages the data representation capability of fuzzy based membership-mappings for practical secure distributed deep learning using fully homomorphic encryption. The im…
cs.LG2020★ 6 cited
Machine Guides, Human Supervises: Interactive Learning with Global Explanations
Teodora Popordanoska, Mohit Kumar, Stefano Teso
We introduce explanatory guided learning (XGL), a novel interactive learning strategy in which a machine guides a human supervisor toward selecting informative examples for a class…