Rémi De Joannis De Verclos

Improving Ultrametrics Embeddings Through Coresets

To tackle the curse of dimensionality in data analysis and unsupervised learning, it is critical to be able to efficiently compute “simple” faithful representations of the data that helps extract information, improves understanding and visualization of the structure. When the dataset consists of $d$…