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WMG Data Science

The Data Science group, led by Professor Giovanni Montana, actively develops statistical machine learning algorithms to model and make sense of large volumes of data, particularly high-dimensional and unstructured data (e.g. images, networks and text) and time-evolving data. Our work is motivated by a wide array of challenging data-intensive applications arising in scientific and engineering domains including bioinformatics, medical imaging and manufacturing.

Recent preprints can be found in arXiv. Below are some representative publications: