Neural Random Projection: From the Initial Task To the Input Similarity Problem

no code implementations • 9 Oct 2020 • Alan Savushkin, Nikita Benkovich, Dmitry Golubev

Generally, a neural network discards information that is not related to the problem, which makes the last hidden layer representation useless for input similarity task.

Binary Classification

DeepQuarantine for Suspicious Mail

no code implementations • 13 Jan 2020 • Nikita Benkovich, Roman Dedenok, Dmitry Golubev

In this paper, we introduce DeepQuarantine (DQ), a cloud technology to detect and quarantine potential spam messages.

Spam detection