1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Practical Aspects of Zero-Shot Learning
Elie Saad, Marcin Paprzycki, Maria Ganzha
One of important areas of machine learning research is zero-shot learning. It is applied when properly labeled training data set is not available. A number of zero-shot algorithms…
math.ST2021★ 1 cited
Fast rates for prediction with limited expert advice
El Mehdi Saad, Gilles Blanchard
We investigate the problem of minimizing the excess generalization error with respect to the best expert prediction in a finite family in the stochastic setting, under limited acce…
stat.ML2020★ 1 cited
Online Orthogonal Matching Pursuit
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot
Greedy algorithms for feature selection are widely used for recovering sparse high-dimensional vectors in linear models. In classical procedures, the main emphasis was put on the s…