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12/21/2022
A Theoretical Study of The Effects of Adversarial Attacks on Sparse Regression
This paper analyzes ℓ_1 regularized linear regression under the challeng...
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08/19/2022
A Novel Plug-and-Play Approach for Adversarially Robust Generalization
In this work, we propose a robust framework that employs adversarially r...
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02/06/2021
Hyperedge Prediction using Tensor Eigenvalue Decomposition
Link prediction in graphs is studied by modeling the dyadic interactions...
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11/30/2020
Identification of Errors-in-Variables ARX Models Using Modified Dynamic Iterative PCA
Identification of autoregressive models with exogenous input (ARX) is a ...
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11/16/2020
Hypergraph Partitioning using Tensor Eigenvalue Decomposition
Hypergraphs have gained increasing attention in the machine learning com...
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07/08/2020