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may, 2018

01may12:00 pm1:00 pmDimensionality Reduction: Principles and Applications12:00 pm - 1:00 pm BTM 2006B Lecturer: Walid M. Abdelmoula Event Category:Statistics and machine learning

Event Details

This talk will feature three techniques (linear and non-linear), namely: 1- PCA, 2- Deep learning based approach (Autoencoder), and 3- t-distributed stochastic neighbor embedding (t-SNE). Dr. Abdelmoula will show some applications on the common machine learning bench-marking dataset of MNIST as well as mass spectrometry imaging (MSI) dataset. He will show how t-SNE could help to reveal molecular intra-tumor heterogeneity as seen by MSI.


(Tuesday) 12:00 pm - 1:00 pm


BTM 2006B

60 Fenwood Road, Boston, MA 02115

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