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07/19/2023
Near-Linear Time Projection onto the ℓ_1,∞ Ball; Application to Sparse Autoencoders
Looking for sparsity is nowadays crucial to speed up the training of lar...
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12/02/2021
Constrained Machine Learning: The Bagel Framework
Machine learning models are widely used for real-world applications, suc...
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09/07/2020
Efficient Projection Algorithms onto the Weighted l1 Ball
Projected gradient descent has been proved efficient in many optimizatio...
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05/11/2015