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05/31/2021
Max-Margin is Dead, Long Live Max-Margin!
The foundational concept of Max-Margin in machine learning is ill-posed ...
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06/08/2020
ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
We propose ARIANN, a low-interaction framework to perform private traini...
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03/05/2020
On the Convergence of Adam and Adagrad
We provide a simple proof of the convergence of the optimization algorit...
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09/03/2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed
We study the problem of source separation for music using deep learning ...
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10/05/2018
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives
In this paper, we study the problem of minimizing a sum of smooth and st...
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08/03/2011
