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math.ST2022
Constant regret for sequence prediction with limited advice
El Mehdi Saad, G. Blanchard
We investigate the problem of cumulative regret minimization for individual sequence prediction with respect to the best expert in a finite family of size K under limited access to…
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…