Ghela, Shrusti

Unsupervised learning approaches for dimensionality reduction and data visualization

by Tripathy, B. K., S., Anveshrithaa, Ghela, Shrusti

0 Type: Book

"This book describes algorithms like Locally Linear Embedding (LLE), Laplacian eigenmaps, Isomap, Semidefinite Embedding, t-SNE to resolve the problem of dimensionality reduction in the case of non-linear relationships within the data. Underlying mathematical concepts, derivatio…

Unsupervised learning approaches for dimensionality reduction and data visualization

by Tripathy, B. K., S., Anveshrithaa, Ghela, Shrusti

0 Type: Book

"This book describes algorithms like Locally Linear Embedding (LLE), Laplacian eigenmaps, Isomap, Semidefinite Embedding, t-SNE to resolve the problem of dimensionality reduction in the case of non-linear relationships within the data. Underlying mathematical concepts, derivatio…