Ata Kabán

9 published titles

Unsupervised topic separation and keyword identification in document collections : a projection approach

1 edition

Local geometric properties of the latent trait projection manifolds

1 edition

Sequential activity profiling : latent Dirichlet allocation of Markov chains

(Contributor)

1 edition

Compressed fisher linear discriminant analysis : classification of randomly projected data

(Contributor)

1 edition

Flip probabilities for random projections of θ-separated vectors for distributed systems

(Contributor)

1 edition

A tight bound on the performance of Fisher's linear discriminant in randomly projected data spaces

(Contributor)

1 edition

A comparison of the moments of a quadratic form involving orthonormalised and normalised random projection matrices

(Contributor)

1 edition

Random projections as regularizers : learning a linear discriminant ensemble from fewer observations than dimensions

(Contributor)

1 edition

How effective is cauchy-EDA in high dimensions?

(Contributor)

1 edition