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11/11/2022
Online Signal Recovery via Heavy Ball Kaczmarz
Recovering a signal x^∗∈ℝ^n from a sequence of linear measurements is an...
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06/25/2022
On Block Accelerations of Quantile Randomized Kaczmarz for Corrupted Systems of Linear Equations
With the growth of large data as well as large-scale learning tasks, the...
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06/10/2022
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites
It is important to choose the geographical distribution of public resour...
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01/31/2022
Guided Semi-Supervised Non-negative Matrix Factorization on Legal Documents
Classification and topic modeling are popular techniques in machine lear...
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10/27/2021
Paving the Way for Consensus: Convergence of Block Gossip Algorithms
Gossip protocols are popular methods for average consensus problems in d...
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10/11/2021
Randomized Extended Kaczmarz is a Limit Point of Sketch-and-Project
The sketch-and-project (SAP) framework for solving systems of linear equ...
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08/04/2021