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06/19/2023
AdaStop: sequential testing for efficient and reliable comparisons of Deep RL Agents
The reproducibility of many experimental results in Deep Reinforcement L...
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03/07/2022
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithm
In this paper, we study the stochastic bandits problem with k unknown he...
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04/09/2021
Concentration study of M-estimators using the influence function
We present a new finite-sample analysis of M-estimators of locations in ...
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10/16/2019
Excess risk bounds in robust empirical risk minimization
This paper investigates robust versions of the general empirical risk mi...
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08/09/2018