Distributed Submodular Maximization

Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar +1

Many large-scale machine learning problems--clustering, non-parametric learning, kernel machines, etc.--require selecting a small yet representative subset from a large dataset. Su…