no code implementations • 9 Dec 2016 • Nathan H Lazar, Mehmet Gönen, Kemal Sönmez
The vast majority of current machine learning algorithms are designed to predict single responses or a vector of responses, yet many types of response are more naturally organized as matrices or higher-order tensor objects where characteristics are shared across modes.
1 code implementation • NeurIPS 2014 • Mehmet Gönen, Adam A. Margolin
In many modern applications from, for example, bioinformatics and computer vision, samples have multiple feature representations coming from different data sources.
no code implementations • 6 Nov 2012 • Mehmet Gönen, Suleiman A. Khan, Samuel Kaski
Our algorithm obtains the lowest Hamming loss values on 10 out of 14 multilabel classification data sets compared to five state-of-the-art multilabel learning algorithms.