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06/05/2023
Improved Stability and Generalization Analysis of the Decentralized SGD Algorithm
This paper presents a new generalization error analysis for the Decentra...
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02/13/2023
One-Shot Federated Conformal Prediction
In this paper, we introduce a conformal prediction method to construct p...
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06/30/2020
Robust Kernel Density Estimation with Median-of-Means principle
In this paper, we introduce a robust nonparametric density estimator com...
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10/18/2019
Detecting multiple change-points in the time-varying Ising model
This work focuses on the estimation of change-points in a time-varying I...
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02/12/2019