69 citations · 116 across the 31 of their papers we have counts for
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stat.ML2023
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity
Alireza F. Pour, Hassan Ashtiani, Shahab Asoodeh
We study the problem of hypothesis selection under the constraint of local differential privacy. Given a class of distributions and a set of i.i.d. samples from a…
stat.ML2018★ 1 cited
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
Tingran Gao, Shahab Asoodeh, Yi Huang +1
Inspired by recent interests of developing machine learning and data mining algorithms on hypergraphs, we investigate in this paper the semi-supervised learning algorithm of propag…
stat.ML2018
A Tamper-Free Semi-Universal Communication System for Deletion Channels
Shahab Asoodeh, Yi Huang, Ishanu Chattopadhyay
We investigate the problem of reliable communication between two legitimate parties over deletion channels under an active eavesdropping (aka jamming) adversarial model. To this go…