no code implementations • EACL 2021 • Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran, Kathleen McKeown
We propose a method for online news stream clustering that is a variant of the non-parametric streaming K-means algorithm.
no code implementations • 13 Nov 2020 • Amith Ananthram, Kailash Karthik Saravanakumar, Jessica Huynh, Homayoon Beigi
To address these two challenges, we present a multi-modal approach that first transfers learning from related tasks in speech and text to produce robust neural embeddings and then uses these embeddings to train a pLDA classifier that is able to adapt to previously unseen emotions and domains.
no code implementations • 12 Jul 2020 • Kailash Karthik Saravanakumar
With the increasing pervasive use of machine learning in social and economic settings, there has been an interest in the notion of machine bias in the AI community.