250 citations · 1.1k across the 76 of their papers we have counts for
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stat.AP2023★ 1 cited
Analyzing Generalized Pólya Urn Models using Martingales, with an Application to Viral Evolution
Ivan Specht, Michael Mitzenmacher
The randomized play-the-winner (RPW) model is a generalized Pólya Urn process with broad applications ranging from clinical trials to molecular evolution. We derive an exact expres…
cs.LG2023★ 2 cited
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
Minghao Li, Ran Ben Basat, Shay Vargaftik +4
Deep neural networks (DNNs) are the de facto standard for essential use cases, such as image classification, computer vision, and natural language processing. As DNNs and datasets…