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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…
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…