Deep k-Means: $k$-Means和学习表示同时进行的聚类方法

Jun, 2018

Deep $k$-Means: Jointly Clustering with $k$-Means and Learning Representations

Maziar Moradi Fard, Thibaut Thonet, Eric Gaussier

TL;DR本文研究了联合聚类和学习表示问题，提出了一种在 $k$-Means 聚类中基于目标函数连续重新参数化的方法，该方法在多个数据集上经过测试证明其在聚类对象的同时学习表示方面的有效性。

Abstract

We study in this paper the problem of jointly clustering and learning representations. As several previous studies have shown, learning represent