For the embedded coordinates of new data are irrelative to the embeddings of training sets, IATP is insensitive to noise.

 
  • 对于含噪声的数据,由于新样本的低维嵌入与训练集的低维坐标无关,基于拓朴保持的增量式算法对噪声不太敏感。
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