Bilinear Models for Machine Learning

no code implementations • 6 Dec 2019 • Tayssir Doghri, Leszek Szczecinski, Jacob Benesty, Amar Mitiche

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).

Deep clustering: On the link between discriminative models and K-means

1 code implementation • 9 Oct 2018 • Mohammed Jabi, Marco Pedersoli, Amar Mitiche, Ismail Ben Ayed

Typically, they use multinomial logistic regression posteriors and parameter regularization, as is very common in supervised learning.

Deep Clustering Image Clustering