Researcher profile

Praveen Venkatesh

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Reduction of Dimensionality in Structured Data Sets on Clustering Efficiency in Data Mining

2017

In structured data identifying and selection of feature will acquire well-matched results, which produce from the subset of most useful features from the novel complete set of features. From the points of effectiveness and efficacy …
Partial Information Decomposition via Deficiency for Multivariate Gaussians

2022 · 2022 IEEE International Symposium on Information Theory (ISIT)

Bivariate partial information decompositions (PIDs) characterize how the information in a "message" random variable is decomposed between two "constituent" random variables in terms of unique, redundant and synergistic information components. These components are a function …