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Tsuyoshi Hirayama

dblp:340/2374 · DBLP profile ↗
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1ranked-venue papers
1as first author
1since 2021 · last 2023
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Mathematical optimization
combinatorial optimization
0.712023
A Polynomial Time Algorithm for Finding a Minimum 4-Partition of a Submodular Function · SODA 2023
Mathematical optimization › discrete optimization
submodular function minimization
0.712023
A Polynomial Time Algorithm for Finding a Minimum 4-Partition of a Submodular Function · SODA 2023
Mathematical optimization › submodular optimization
submodular partitioning
0.712023
A Polynomial Time Algorithm for Finding a Minimum 4-Partition of a Submodular Function · SODA 2023

Methods — techniques the papers use, named apart from their topics

polynomial-time algorithm · 0.7
YearPublicationVenuePosition
2023 A Polynomial Time Algorithm for Finding a Minimum 4-Partition of a Submodular Function
abstract
In this paper, we study the minimum k-partition problem of submodular functions, i.e., given a finite set V and a submodular function f: 2V → ℝ, computing a k-partition {V1,…, Vk} of V with minimum . The problem is a natural generalization of the minimum k-cut problem in graphs and hypergraphs. It is known that the problem is NP-hard for general k, and solvable in polynomial time for k ≤ 3. In this paper, we construct the first polynomial-time algorithm for the minimum 4-partition problem. * Authors are ordered alphabetically.
Tsuyoshi Hirayama, Yuhao Liu 0003, Kazuhisa Makino, Chao Xu 0002
SODA1