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Learning Theory of Randomized Sparse Kaczmarz Method
Yunwen Lei, Ding Xuan Zhou
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Corresponding author for this work
Department of Mathematics
Research output
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Contribution to journal
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Journal article
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peer-review
11
Citations (Scopus)
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Mathematics
Learning Theory
100%
Mirror
57%
Online Learning
39%
Bregman Distance
37%
Generalization Error
35%
Online Algorithms
33%
Descent Algorithm
32%
Thresholding
31%
Almost Sure Convergence
30%
Linear Convergence
30%
Learning Algorithm
30%
Nonlinear Regression
30%
Regression Function
26%
Nonlinear Function
26%
Sufficient Conditions
25%
Convergence Rate
21%
Convexity
21%
Covering
20%
Approximate Solution
19%
Linear Systems
18%
Restriction
17%
Converge
16%
If and only if
15%
Necessary Conditions
14%
Operator
12%
Engineering & Materials Science
Mirrors
78%
Sampling
54%
Linear systems
35%
Learning algorithms
32%