Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Stochastic Primal-Dual Coordinate Method with Large Step Size for
  Composite Optimization with Composite Cone-constraints   We introduce a stochastic coordinate extension of the first-order primal-dual
method studied by Cohen and Zhu (1984) and Zhao and Zhu (2018) to solve
Composite Optimization with Composite Cone-constraints (COCC). In this method,
we randomly choose a block of variables based on the uniform distribution. The
linearization and Bregman-like function (core function) to that randomly
selected block allow us to get simple parallel primal-dual decomposition for
COCC. We obtain almost surely convergence and O(1/t) expected convergence rate
in this work. The high probability complexity bound is also derived in this
paper.

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The categories of this paper are: hep-ph
16
The categories of this paper are: stat
36
The categories of this paper are: cmp-lg
15
The categories of this paper are: nucl-ex
7
The categories of this paper are: hep-th
3
The categories of this paper are: physics
19
The categories of this paper are: eess
18
The categories of this paper are: econ
26
The categories of this paper are: bayes-an
34
The categories of this paper are: chem-ph
12
The categories of this paper are: nucl-th
27
The categories of this paper are: comp-gas
32
The categories of this paper are: atom-ph
20
The categories of this paper are: acc-phys
33
The categories of this paper are: plasm-ph
21
The categories of this paper are: adap-org