no code implementations • 18 Nov 2023 • Simi Haber, Yonatan Wexler
Ensemble learning combines several individual models to obtain a better generalization performance.
no code implementations • NeurIPS 2016 • Oren Tadmor, Yonatan Wexler, Tal Rosenwein, Shai Shalev-Shwartz, Amnon Shashua
This work is motivated by the engineering task of achieving a near state-of-the-art face recognition on a minimal computing budget running on an embedded system.
no code implementations • 4 Feb 2016 • Shai Shalev-Shwartz, Yonatan Wexler
Second, it is often argued that there is no sense to minimize the loss on the training set too much, as it will not be reflected in the generalization loss.
no code implementations • NeurIPS 2011 • Shai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua
We consider the problem of learning a multiclass predictor that uses only few features, and in particular, the number of used features should increase sub-linearly with the number of possible classes.