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06/19/2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
Massive access is a critical design challenge of Internet of Things (IoT...
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03/14/2019
Large-Scale Beamforming for Massive MIMO via Randomized Sketching
Massive MIMO system yields significant improvements in spectral and ener...
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11/12/2018
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations
The von Neumann graph entropy (VNGE) can be used as a measure of graph c...
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10/12/2018
An Algebraic-Geometric Approach to Shuffled Linear Regression
Shuffled linear regression is the problem of performing a linear regress...
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07/01/2018