Journal of Machine Learning Research · 2007 · 81 citations · 0 references
ComputingComputer ScienceComputational LinguisticsData MiningNatural Language ProcessingDimension ReductionDimensionality ReductionMetric LearningText Similarity AnalysisEmbedding LearningLocal StructureLow-dimensional EmbeddingsMultidimensional Scaling
Embedding algorithms search for a low dimensional continuous representation of data, but most algorithms only handle objects of a single type for which pairwise distances are specified. This paper ...