Sparse Principal Component Analysis via Wavelets for Distributed Data

Giovanni Barbosa Herrero, Rodney Vasconcelos Fonseca, Aluísio Pinheiro

The large volume of data and concerns about data privacy have motivated the development of techniques for distributed data, a problem also known as federated learning. In this scen…