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01/21/2023
From Pseudorandomness to Multi-Group Fairness and Back
We identify and explore connections between the recent literature on mul...
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12/15/2022
Privately Estimating a Gaussian: Efficient, Robust and Optimal
In this work, we give efficient algorithms for privately estimating a Ga...
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04/28/2021
Weighed ℓ_1 on the simplex: Compressive sensing meets locality
Sparse manifold learning algorithms combine techniques in manifold learn...
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02/13/2021
On the convergence of group-sparse autoencoders
Recent approaches in the theoretical analysis of model-based deep learni...
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12/03/2020