论文标题
与歧管一致的邻居嵌入
Manifold-aligned Neighbor Embedding
论文作者
论文摘要
在本文中，我们介绍了一个邻居嵌入框架以进行多种对齐。我们使用统一歧管近似和投影算法的歧管对准版本证明了框架的功效。我们表明，我们的算法可以学习一个与整个数据集嵌入视觉竞争的排列流形。
In this paper, we introduce a neighbor embedding framework for manifold alignment. We demonstrate the efficacy of the framework using a manifold-aligned version of the uniform manifold approximation and projection algorithm. We show that our algorithm can learn an aligned manifold that is visually competitive to embedding of the whole dataset.
