Arjun Shashank Kashettiwar

Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models

We study a new framework of learning mixture models via automatic clustering called PRESTO, wherein we optimize a joint objective function on the model parameters and the partitioning, with each model tailored to perform well on its specific cluster. In contrast to prior work, we do not assume any g…