My experiments with NMF applications
The never ending debate - Does science drive applications or need is the mother of invention? My talk will support the first part of the debate about NMF driving new applications. In this talk, I will discuss my experiments with NMF applications in text domain, video and network data in the last 6 months. I will be sharing my experience and difficulties in using NMF in these applications such as scalability and interpretability. This will be chalk talk and will be using live examples. As an outcome of the talk, we can work together to find the support for "need driving the invention". :).
Most of the results in the talk are outcome of joint work with Prof. Park, Prof. Zha, Prof. Fujimoto, Dr. Hyenkyun woo, Dr. Charu Aggarwal, Yunlong He, Richard Boyd and Barry Drake.