2 papers
cs.CV2019
Bilinear Models for Machine Learning
Tayssir Doghri, Leszek Szczecinski, Jacob Benesty +1
In this work we define and analyze the bilinear models which replace the conventional linear operation used in many building blocks of machine learning (ML). The main idea is to de…
cs.LG2018
Deep clustering: On the link between discriminative models and K-means
Mohammed Jabi, Marco Pedersoli, Amar Mitiche +1
In the context of recent deep clustering studies, discriminative models dominate the literature and report the most competitive performances. These models learn a deep discriminati…